diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000000..1554c1c53a --- /dev/null +++ b/.gitignore @@ -0,0 +1,13 @@ +.DS_Store +node_modules +.turbo +*.log +.next +dist +dist-ssr +*.local +.env +.cache +server/dist +public/dist +.turbo diff --git a/.gitpod.yml b/.gitpod.yml deleted file mode 100644 index 9eba39471c..0000000000 --- a/.gitpod.yml +++ /dev/null @@ -1,8 +0,0 @@ -tasks: - - command: gp await-port 3000 && gp preview $(gp url 3000)/tech-interview-handbook/ - - before: cd website/ - init: yarn install - command: yarn start -ports: - - port: 3000 - onOpen: ignore diff --git a/.prettierignore b/.prettierignore new file mode 100644 index 0000000000..926d0600cb --- /dev/null +++ b/.prettierignore @@ -0,0 +1,27 @@ +node_modules +.next +build +dist +*.tsbuildinfo +*.gitignore +*.svg +*.lock +*.npmignore +*.sql +*.png +*.jpg +*.jpeg +*.gif +*.ico +*.sh +Dockerfile +Dockerfile.* +.env +.env.* +LICENSE +*.log +.DS_Store +.dockerignore +*.patch +*.toml +*.prisma \ No newline at end of file diff --git a/.prettierrc b/.prettierrc index a2a849e3e8..1fcfb4fe86 100644 --- a/.prettierrc +++ b/.prettierrc @@ -1,6 +1,5 @@ { - "bracketSpacing": false, - "jsxBracketSameLine": true, + "bracketSameLine": true, "printWidth": 80, "proseWrap": "never", "singleQuote": true, diff --git a/.travis.yml b/.travis.yml deleted file mode 100644 index 5aee3205b8..0000000000 --- a/.travis.yml +++ /dev/null @@ -1,5 +0,0 @@ -install: - - gem install awesome_bot - -script: - - awesome_bot **/*.md --allow-dupe --allow-redirect --allow 429 --skip-save-results diff --git a/.vscode/settings.json b/.vscode/settings.json new file mode 100644 index 0000000000..067b7966cb --- /dev/null +++ b/.vscode/settings.json @@ -0,0 +1,19 @@ +{ + "files.trimFinalNewlines": true, + "files.trimTrailingWhitespace": true, + "cSpell.autoFormatConfigFile": true, + "editor.formatOnPaste": true, + "editor.formatOnSave": true, + "editor.formatOnSaveMode": "file", + "javascript.format.enable": true, + "json.format.enable": true, + "eslint.format.enable": false, + "css.format.enable": true, + "css.format.newlineBetweenRules": true, + "css.format.newlineBetweenSelectors": true, + "css.format.preserveNewLines": true, + "typescript.format.enable": true, + "editor.codeActionsOnSave": { + "source.fixAll": true + } +} diff --git a/README.md b/README.md index 4d28e71e61..e9db8de971 100644 --- a/README.md +++ b/README.md @@ -2,33 +2,36 @@
- Tech Interview Handbook + Tech Interview Handbook

Read on the website

- Follow us on Facebook | Twitter | Telegram + Join/follow us on Discord | Twitter | Telegram | Facebook

--- + + Start Reading Tech Interview Handbook + + ## What is this? -Not everyone has the time to do a few hundred LeetCode questions. Here are _free and curated_ technical interview preparation materials for busy engineers, brought to you by the author of the [Blind 75 list](https://www.teamblind.com/post/New-Year-Gift---Curated-List-of-Top-75-LeetCode-Questions-to-Save-Your-Time-OaM1orEU). Over 500,000 people have benefitted from this handbook! +Not everyone has the time to do a few hundred LeetCode questions. Here are _free and curated_ technical interview preparation materials for busy engineers, brought to you by me, the author of [Blind 75](https://www.teamblind.com/post/New-Year-Gift---Curated-List-of-Top-75-LeetCode-Questions-to-Save-Your-Time-OaM1orEU). Over 500,000 people have benefitted from this handbook! Besides the usual algorithm questions, other **awesome** stuff includes: -- [Best practice questions](https://techinterviewhandbook.org/best-practice-questions/) for coding interviews -- [How to prepare](https://www.techinterviewhandbook.org/coding-interview/) for coding interviews -- [Coding interview cheatsheet](https://www.techinterviewhandbook.org/cheatsheet/) - Straight-to-the-point Do's and Don'ts -- [Algorithm tips](https://www.techinterviewhandbook.org/algorithms/introduction/) categorized by topic -- [Interview formats](https://www.techinterviewhandbook.org/interview-formats/) of the top tech companies -- [Step-by-step resume guide](https://www.techinterviewhandbook.org/resume/guide/) to prepare a FAANG-ready resume -- [Behavioral questions](https://www.techinterviewhandbook.org/behavioral-questions/) asked by the top tech companies -- [Good questions to ask your interviewers](https://www.techinterviewhandbook.org/questions-to-ask/) at the end of the interviews +- [Best practice questions](https://www.techinterviewhandbook.org/coding-interview-study-plan/) for coding interviews +- [Grind 75](https://www.techinterviewhandbook.org/grind75) - the next evolution of Blind 75, bigger and better +- [How to prepare](https://www.techinterviewhandbook.org/coding-interview-prep/) for coding interviews +- [Coding interview best practices](https://www.techinterviewhandbook.org/coding-interview-cheatsheet/) - Straight-to-the-point Do's and Don'ts +- [Algorithm cheatsheets and tips](https://www.techinterviewhandbook.org/algorithms/study-cheatsheet/) categorized by topic +- [Step-by-step Software Engineer resume guide](https://www.techinterviewhandbook.org/resume/) to prepare a FAANG-ready resume +- [Behavioral questions](https://www.techinterviewhandbook.org/behavioral-interview-questions/) asked by the top tech companies - [Front end interview preparation](https://www.frontendinterviewhandbook.com) Help from you in contributing content would be very much appreciated! @@ -46,29 +49,49 @@ Anybody who wants to land a job at a tech company but is new to technical interv ---
-

💡 Looking for high-quality interview courses? Educative offers a ton of great courses to improve your interview game 💡

+

💡 Stop grinding mindlessly! Study coding question patterns efficiently with + Grokking the Coding Interview by Design Gurus 💡 +

--- ## How is this repository different? -There are many awesome books like [Cracking the Coding Interview](http://www.crackingthecodinginterview.com/) and interview-related repositories out there on GitHub, what makes this repository different? The difference is that many existing interview repositories contain mainly links to external resources whereas this repository contains top-quality curated content directly for your consumption. +There are many awesome books like "Cracking the Coding Interview" and interview-related repositories out there on GitHub, what makes this repository different? The difference is that many existing interview repositories contain mainly links to external resources whereas this repository contains top-quality curated content directly for your consumption. Also, existing resources focus mainly on algorithm questions and lack coverage for more domain-specific and non-technical questions. This handbook aims to cover content beyond the typical algorithmic coding questions. 😎 +## Looking for interview courses? + +### [AlgoMonster](https://shareasale.com/r.cfm?b=1873647&u=3114753&m=114505&urllink=&afftrack=) + +AlgoMonster aims to help you ace the technical interview **in the shortest time possible**. By Google engineers, AlgoMonster uses a data-driven approach to teach you the most useful key question patterns and has contents to help you quickly revise basic data structures and algorithms. Best of all, AlgoMonster is not subscription-based - pay a one-time fee and get **lifetime access**. [**Join today for a 70% discount →**](https://shareasale.com/r.cfm?b=1873647&u=3114753&m=114505&urllink=&afftrack=) + +### [Grokking the Coding Interview: Patterns for Coding Questions](https://designgurus.org/link/kJSIoU?url=https%3A%2F%2Fdesigngurus.org%2Fcourse%3Fcourseid%3Dgrokking-the-coding-interview) + +This course by Design Gurus expands upon the questions on the recommended practice questions but approaches the practicing from a questions pattern perspective, which is an approach I also agree with for learning and have personally used to get better at coding interviews. The course allows you to practice selected questions in Java, Python, C++, JavaScript and also provides sample solutions in those languages. **Learn and understand patterns, not memorize answers!** [**Get lifetime access today →**](https://designgurus.org/link/kJSIoU?url=https%3A%2F%2Fdesigngurus.org%2Fcourse%3Fcourseid%3Dgrokking-the-coding-interview) + ## Looking for Front End content? Front-end-related content has been moved to a separate website - [Front End Interview Handbook](https://frontendinterviewhandbook.com). ## Looking for System Design content? -We're still working on System Design content. In the meanwhile, check out Educative's [Grokking the System Design Interview course](https://www.educative.io/courses/grokking-the-system-design-interview?aff=x23W), which in our opinion is one of the most useful resources for getting started on system design interviews preparation. +We're still working on System Design content. In the meanwhile, check out [ByteByteGo's System Design Interview course](https://bytebytego.com?fpr=techinterviewhandbook) or Design Gurus' [Grokking the System Design Interview course](https://designgurus.org/link/kJSIoU?url=https%3A%2F%2Fdesigngurus.org%2Fcourse%3Fcourseid%3Dgrokking-the-system-design-interview), which in our opinion are among the most useful resources for getting started on system design interviews preparation. ## Contents A [Docusaurus](https://github.com/facebook/docusaurus) website has been created to provide a better reading experience. Check out the website [here](https://www.techinterviewhandbook.org)! +--- + +
+

💡 Stop the grind and study with a plan! Developed by Google engineers, AlgoMonster is the fastest way to get a software engineering job. Join today for a 70% discount! 💡

+
+ +--- + ## Related If you are interested in how data structures are implemented, check out [Lago](https://github.com/yangshun/lago), a Data Structures and Algorithms library for JavaScript. It is pretty much still WIP but I intend to make it into a library that can be used in production and also a reference resource for revising Data Structures and Algorithms. diff --git a/algorithms/README.md b/algorithms/README.md index 0c75934e15..bda76ae690 100644 --- a/algorithms/README.md +++ b/algorithms/README.md @@ -1,5 +1,5 @@ # Algorithms -The contents have been moved to the [website](https://www.techinterviewhandbook.org/algorithms/introduction). +The contents have been moved to the [website](https://www.techinterviewhandbook.org/algorithms/study-cheatsheet). diff --git a/apps/portal/.env.local.example b/apps/portal/.env.local.example new file mode 100644 index 0000000000..bf48e8b5b3 --- /dev/null +++ b/apps/portal/.env.local.example @@ -0,0 +1,10 @@ +# Prisma +DATABASE_URL=postgresql://postgres:[PASSWORD]@localhost:5432/postgres + +# Next Auth +NEXTAUTH_SECRET=any_string_you_wish +NEXTAUTH_URL=http://localhost:3000 + +# Next Auth GitHub Provider +GITHUB_CLIENT_ID=a5164b1943b5413ff2f5 +GITHUB_CLIENT_SECRET= diff --git a/apps/portal/.eslintrc.js b/apps/portal/.eslintrc.js new file mode 100644 index 0000000000..07b7f1964d --- /dev/null +++ b/apps/portal/.eslintrc.js @@ -0,0 +1,8 @@ +module.exports = { + root: true, + extends: ['tih'], + parserOptions: { + tsconfigRootDir: __dirname, + project: ['./tsconfig.json'], + }, +}; diff --git a/apps/portal/.gitignore b/apps/portal/.gitignore new file mode 100644 index 0000000000..d9bbc5dac0 --- /dev/null +++ b/apps/portal/.gitignore @@ -0,0 +1,40 @@ +# See https://help.github.com/articles/ignoring-files/ for more about ignoring files. + +# dependencies +/node_modules +/.pnp +.pnp.js + +# testing +/coverage + +# database +/prisma/db.sqlite +/prisma/db.sqlite-journal + +# next.js +/.next/ +/out/ + +# production +/build + +# misc +.DS_Store +*.pem + +# debug +npm-debug.log* +yarn-debug.log* +yarn-error.log* +.pnpm-debug.log* + +# local env files +.env +.env*.local + +# vercel +.vercel + +# typescript +*.tsbuildinfo diff --git a/apps/portal/README.md b/apps/portal/README.md new file mode 100644 index 0000000000..e37ef87fa2 --- /dev/null +++ b/apps/portal/README.md @@ -0,0 +1,50 @@ +# Create T3 App + +This is an app bootstrapped according to the [init.tips](https://init.tips) stack, also known as the T3-Stack. + +## Why are there `.js` files in here? + +As per [T3-Axiom #3](https://github.com/t3-oss/create-t3-app/tree/next#3-typesafety-isnt-optional), we take typesafety as a first class citizen. Unfortunately, not all frameworks and plugins support TypeScript which means some of the configuration files have to be `.js` files. + +We try to emphasize that these files are javascript for a reason, by explicitly declaring its type (`cjs` or `mjs`) depending on what's supported by the library it is used by. Also, all the `js` files in this project are still typechecked using a `@ts-check` comment at the top. + +## What's next? How do I make an app with this? + +We try to keep this project as simple as possible, so you can start with the most basic configuration and then move on to more advanced configuration. + +If you are not familiar with the different technologies used in this project, please refer to the respective docs. If you still are in the wind, please join our [Discord](https://t3.gg/discord) and ask for help. + +- [Next-Auth.js](https://next-auth.js.org) +- [Prisma](https://prisma.io) +- [TailwindCSS](https://tailwindcss.com) +- [tRPC](https://trpc.io) (using @next version? [see v10 docs here](https://trpc.io/docs/v10/)) + +Also checkout these awesome tutorials on `create-t3-app`. + +- [Build a Blog With the T3 Stack - tRPC, TypeScript, Next.js, Prisma & Zod](https://www.youtube.com/watch?v=syEWlxVFUrY) +- [Build a Live Chat Application with the T3 Stack - TypeScript, Tailwind, tRPC](https://www.youtube.com/watch?v=dXRRY37MPuk) +- [Build a full stack app with create-t3-app](https://www.nexxel.dev/blog/ct3a-guestbook) +- [A first look at create-t3-app](https://dev.to/ajcwebdev/a-first-look-at-create-t3-app-1i8f) + +## How do I deploy this? + +### Vercel + +We recommend deploying to [Vercel](https://vercel.com/?utm_source=t3-oss&utm_campaign=oss). It makes it super easy to deploy NextJs apps. + +- Push your code to a GitHub repository. +- Go to [Vercel](https://vercel.com/?utm_source=t3-oss&utm_campaign=oss) and sign up with GitHub. +- Create a Project and import the repository you pushed your code to. +- Add your environment variables. +- Click **Deploy** +- Now whenever you push a change to your repository, Vercel will automatically redeploy your website! + +### Docker + +You can also dockerize this stack and deploy a container. See the [Docker deployment page](https://create-t3-app-nu.vercel.app/en/deployment/docker) for details. + +## Useful resources + +Here are some resources that we commonly refer to: + +- [Protecting routes with Next-Auth.js](https://next-auth.js.org/configuration/nextjs#unstable_getserversession) diff --git a/apps/portal/next-env.d.ts b/apps/portal/next-env.d.ts new file mode 100644 index 0000000000..4f11a03dc6 --- /dev/null +++ b/apps/portal/next-env.d.ts @@ -0,0 +1,5 @@ +/// +/// + +// NOTE: This file should not be edited +// see https://nextjs.org/docs/basic-features/typescript for more information. diff --git a/apps/portal/next.config.mjs b/apps/portal/next.config.mjs new file mode 100644 index 0000000000..d4194e08dc --- /dev/null +++ b/apps/portal/next.config.mjs @@ -0,0 +1,21 @@ +import { env } from './src/env/server.mjs'; + +/** + * Don't be scared of the generics here. + * All they do is to give us autocompletion when using this. + * + * @template {import('next').NextConfig} T + * @param {T} config - A generic parameter that flows through to the return type + * @constraint {{import('next').NextConfig}} + */ +function defineNextConfig(config) { + return config; +} + +export default defineNextConfig({ + experimental: { + newNextLinkBehavior: true, + }, + reactStrictMode: true, + swcMinify: true, +}); diff --git a/apps/portal/package.json b/apps/portal/package.json new file mode 100644 index 0000000000..41a2e18203 --- /dev/null +++ b/apps/portal/package.json @@ -0,0 +1,51 @@ +{ + "name": "@tih/portal", + "version": "0.0.0", + "private": true, + "scripts": { + "dev": "next dev", + "build": "next build", + "start": "next start", + "lint": "next lint", + "tsc": "tsc", + "postinstall": "prisma generate", + "prisma": "prisma" + }, + "dependencies": { + "@headlessui/react": "^1.7.2", + "@heroicons/react": "^2.0.11", + "@next-auth/prisma-adapter": "^1.0.4", + "@prisma/client": "^4.4.0", + "@tih/ui": "*", + "@trpc/client": "^9.27.2", + "@trpc/next": "^9.27.2", + "@trpc/react": "^9.27.2", + "@trpc/server": "^9.27.2", + "clsx": "^1.2.1", + "next": "12.3.1", + "next-auth": "~4.10.3", + "react": "18.2.0", + "react-dom": "18.2.0", + "react-query": "^3.39.2", + "superjson": "^1.10.0", + "zod": "^3.18.0" + }, + "devDependencies": { + "@tailwindcss/aspect-ratio": "^0.4.2", + "@tailwindcss/forms": "^0.5.3", + "@tailwindcss/line-clamp": "^0.4.2", + "@tailwindcss/typography": "^0.5.7", + "@tih/tsconfig": "*", + "@types/node": "^18.0.0", + "@types/react": "^18.0.21", + "@types/react-dom": "^18.0.6", + "autoprefixer": "^10.4.12", + "postcss": "^8.4.16", + "prisma": "^4.4.0", + "tailwindcss": "^3.1.8", + "typescript": "4.8.3" + }, + "ct3aMetadata": { + "initVersion": "5.13.1" + } +} diff --git a/apps/portal/postcss.config.cjs b/apps/portal/postcss.config.cjs new file mode 100644 index 0000000000..12a703d900 --- /dev/null +++ b/apps/portal/postcss.config.cjs @@ -0,0 +1,6 @@ +module.exports = { + plugins: { + tailwindcss: {}, + autoprefixer: {}, + }, +}; diff --git a/apps/portal/prisma/migrations/20220928103800_init/migration.sql b/apps/portal/prisma/migrations/20220928103800_init/migration.sql new file mode 100644 index 0000000000..752db1df24 --- /dev/null +++ b/apps/portal/prisma/migrations/20220928103800_init/migration.sql @@ -0,0 +1,73 @@ +-- CreateTable +CREATE TABLE "Example" ( + "id" TEXT NOT NULL, + + CONSTRAINT "Example_pkey" PRIMARY KEY ("id") +); + +-- CreateTable +CREATE TABLE "Account" ( + "id" TEXT NOT NULL, + "userId" TEXT NOT NULL, + "type" TEXT NOT NULL, + "provider" TEXT NOT NULL, + "providerAccountId" TEXT NOT NULL, + "refresh_token" TEXT, + "access_token" TEXT, + "expires_at" INTEGER, + "token_type" TEXT, + "scope" TEXT, + "id_token" TEXT, + "session_state" TEXT, + + CONSTRAINT "Account_pkey" PRIMARY KEY ("id") +); + +-- CreateTable +CREATE TABLE "Session" ( + "id" TEXT NOT NULL, + "sessionToken" TEXT NOT NULL, + "userId" TEXT NOT NULL, + "expires" TIMESTAMP(3) NOT NULL, + + CONSTRAINT "Session_pkey" PRIMARY KEY ("id") +); + +-- CreateTable +CREATE TABLE "User" ( + "id" TEXT NOT NULL, + "name" TEXT, + "email" TEXT, + "emailVerified" TIMESTAMP(3), + "image" TEXT, + + CONSTRAINT "User_pkey" PRIMARY KEY ("id") +); + +-- CreateTable +CREATE TABLE "VerificationToken" ( + "identifier" TEXT NOT NULL, + "token" TEXT NOT NULL, + "expires" TIMESTAMP(3) NOT NULL +); + +-- CreateIndex +CREATE UNIQUE INDEX "Account_provider_providerAccountId_key" ON "Account"("provider", "providerAccountId"); + +-- CreateIndex +CREATE UNIQUE INDEX "Session_sessionToken_key" ON "Session"("sessionToken"); + +-- CreateIndex +CREATE UNIQUE INDEX "User_email_key" ON "User"("email"); + +-- CreateIndex +CREATE UNIQUE INDEX "VerificationToken_token_key" ON "VerificationToken"("token"); + +-- CreateIndex +CREATE UNIQUE INDEX "VerificationToken_identifier_token_key" ON "VerificationToken"("identifier", "token"); + +-- AddForeignKey +ALTER TABLE "Account" ADD CONSTRAINT "Account_userId_fkey" FOREIGN KEY ("userId") REFERENCES "User"("id") ON DELETE CASCADE ON UPDATE CASCADE; + +-- AddForeignKey +ALTER TABLE "Session" ADD CONSTRAINT "Session_userId_fkey" FOREIGN KEY ("userId") REFERENCES "User"("id") ON DELETE CASCADE ON UPDATE CASCADE; diff --git a/apps/portal/prisma/migrations/migration_lock.toml b/apps/portal/prisma/migrations/migration_lock.toml new file mode 100644 index 0000000000..fbffa92c2b --- /dev/null +++ b/apps/portal/prisma/migrations/migration_lock.toml @@ -0,0 +1,3 @@ +# Please do not edit this file manually +# It should be added in your version-control system (i.e. Git) +provider = "postgresql" \ No newline at end of file diff --git a/apps/portal/prisma/schema.prisma b/apps/portal/prisma/schema.prisma new file mode 100644 index 0000000000..dd5cd88de0 --- /dev/null +++ b/apps/portal/prisma/schema.prisma @@ -0,0 +1,64 @@ +// This is your Prisma schema file, +// learn more about it in the docs: https://pris.ly/d/prisma-schema + +generator client { + provider = "prisma-client-js" +} + +datasource db { + provider = "postgresql" + // NOTE: When using postgresql, mysql or sqlserver, uncomment the @db.text annotations in model Account below + // Further reading: + // https://next-auth.js.org/adapters/prisma#create-the-prisma-schema + // https://www.prisma.io/docs/reference/api-reference/prisma-schema-reference#string + url = env("DATABASE_URL") +} + +model Example { + id String @id @default(cuid()) +} + +// Necessary for Next auth +model Account { + id String @id @default(cuid()) + userId String + type String + provider String + providerAccountId String + refresh_token String? //@db.Text + access_token String? //@db.Text + expires_at Int? + token_type String? + scope String? + id_token String? //@db.Text + session_state String? + user User @relation(fields: [userId], references: [id], onDelete: Cascade) + + @@unique([provider, providerAccountId]) +} + +model Session { + id String @id @default(cuid()) + sessionToken String @unique + userId String + expires DateTime + user User @relation(fields: [userId], references: [id], onDelete: Cascade) +} + +model User { + id String @id @default(cuid()) + name String? + email String? @unique + emailVerified DateTime? + image String? + accounts Account[] + sessions Session[] +} + +model VerificationToken { + identifier String + token String @unique + expires DateTime + + @@unique([identifier, token]) +} diff --git a/apps/portal/public/favicon.ico b/apps/portal/public/favicon.ico new file mode 100644 index 0000000000..d3b456c070 Binary files /dev/null and b/apps/portal/public/favicon.ico differ diff --git a/apps/portal/src/components/global/AppShell.tsx b/apps/portal/src/components/global/AppShell.tsx new file mode 100644 index 0000000000..b218ad3121 --- /dev/null +++ b/apps/portal/src/components/global/AppShell.tsx @@ -0,0 +1,274 @@ +import clsx from 'clsx'; +import Link from 'next/link'; +import { signIn, signOut, useSession } from 'next-auth/react'; +import type { ReactNode } from 'react'; +import { Fragment, useState } from 'react'; +import { Dialog, Menu, Transition } from '@headlessui/react'; +import { + Bars3BottomLeftIcon, + BriefcaseIcon, + CurrencyDollarIcon, + DocumentTextIcon, + HomeIcon, + XMarkIcon, +} from '@heroicons/react/24/outline'; + +const sidebarNavigation = [ + { current: false, href: '/', icon: HomeIcon, name: 'Home' }, + { current: false, href: '/resumes', icon: DocumentTextIcon, name: 'Resumes' }, + { + current: false, + href: '/questions', + icon: BriefcaseIcon, + name: 'Questions', + }, + { current: false, href: '/offers', icon: CurrencyDollarIcon, name: 'Offers' }, +]; + +type Props = Readonly<{ + children: ReactNode; +}>; + +function ProfileJewel() { + const { data: session, status } = useSession(); + const isSessionLoading = status === 'loading'; + + if (isSessionLoading) { + return null; + } + + if (session == null) { + return ( + { + event.preventDefault(); + signIn(); + }}> + Sign in + + ); + } + + const userNavigation = [ + { href: '/profile', name: 'Profile' }, + { + href: '/api/auth/signout', + name: 'Sign out', + onClick: (event: MouseEvent) => { + event.preventDefault(); + signOut(); + }, + }, + ]; + + return ( + +
+ + Open user menu + {session?.user?.image == null ? ( + Render some icon + ) : ( + {session?.user?.email + )} + +
+ + + {userNavigation.map((item) => ( + + {({ active }) => ( + + {item.name} + + )} + + ))} + + + + ); +} + +export default function AppShell({ children }: Props) { + const [mobileMenuOpen, setMobileMenuOpen] = useState(false); + + return ( +
+ {/* Narrow sidebar */} +
+
+
+ Your Company +
+
+ {sidebarNavigation.map((item) => ( + +
+
+
+ + {/* Mobile menu */} + + + +
+ + +
+ + + +
+ +
+ +
+ Your Company +
+
+ +
+ + + +
+
+ + + {/* Content area */} +
+
+
+ +
+
Some menu items
+
+ +
+
+
+
+ + {/* Main content */} +
+ {children} +
+
+
+ ); +} diff --git a/apps/portal/src/env/client.mjs b/apps/portal/src/env/client.mjs new file mode 100644 index 0000000000..c311ae6284 --- /dev/null +++ b/apps/portal/src/env/client.mjs @@ -0,0 +1,39 @@ +// @ts-check +import { clientEnv, clientSchema } from './schema.mjs'; + +const _clientEnv = clientSchema.safeParse(clientEnv); + +export const formatErrors = ( + /** @type {import('zod').ZodFormattedError,string>} */ + errors, +) => + Object.entries(errors) + .map(([name, value]) => { + if (value && '_errors' in value) { + return `${name}: ${value._errors.join(', ')}\n`; + } + }) + .filter(Boolean); + +if (_clientEnv.success === false) { + console.error( + '❌ Invalid environment variables:\n', + ...formatErrors(_clientEnv.error.format()), + ); + throw new Error('Invalid environment variables'); +} + +/** + * Validate that client-side environment variables are exposed to the client. + */ +for (const key of Object.keys(_clientEnv.data)) { + if (!key.startsWith('NEXT_PUBLIC_')) { + console.warn( + `❌ Invalid public environment variable name: ${key}. It must begin with 'NEXT_PUBLIC_'`, + ); + + throw new Error('Invalid public environment variable name'); + } +} + +export const env = _clientEnv.data; diff --git a/apps/portal/src/env/schema.mjs b/apps/portal/src/env/schema.mjs new file mode 100644 index 0000000000..d9525f820d --- /dev/null +++ b/apps/portal/src/env/schema.mjs @@ -0,0 +1,34 @@ +// @ts-check +import { z } from 'zod'; + +/** + * Specify your server-side environment variables schema here. + * This way you can ensure the app isn't built with invalid env vars. + */ +export const serverSchema = z.object({ + DATABASE_URL: z.string().url(), + NODE_ENV: z.enum(['development', 'test', 'production']), + NEXTAUTH_SECRET: z.string(), + NEXTAUTH_URL: z.string().url(), + GITHUB_CLIENT_ID: z.string(), + GITHUB_CLIENT_SECRET: z.string(), +}); + +/** + * Specify your client-side environment variables schema here. + * This way you can ensure the app isn't built with invalid env vars. + * To expose them to the client, prefix them with `NEXT_PUBLIC_`. + */ +export const clientSchema = z.object({ + // NEXT_PUBLIC_BAR: z.string(), +}); + +/** + * You can't destruct `process.env` as a regular object, so you have to do + * it manually here. This is because Next.js evaluates this at build time, + * and only used environment variables are included in the build. + * @type {{ [k in keyof z.infer]: z.infer[k] | undefined }} + */ +export const clientEnv = { + // NEXT_PUBLIC_BAR: process.env.NEXT_PUBLIC_BAR, +}; diff --git a/apps/portal/src/env/server.mjs b/apps/portal/src/env/server.mjs new file mode 100644 index 0000000000..36593a0637 --- /dev/null +++ b/apps/portal/src/env/server.mjs @@ -0,0 +1,30 @@ +// @ts-check +/** + * This file is included in `/next.config.mjs` which ensures the app isn't built with invalid env vars. + * It has to be a `.mjs`-file to be imported there. + */ +import { serverSchema } from './schema.mjs'; +import { env as clientEnv, formatErrors } from './client.mjs'; + +const _serverEnv = serverSchema.safeParse(process.env); + +if (_serverEnv.success === false) { + console.error( + '❌ Invalid environment variables:\n', + ...formatErrors(_serverEnv.error.format()), + ); + throw new Error('Invalid environment variables'); +} + +/** + * Validate that server-side environment variables are not exposed to the client. + */ +for (let key of Object.keys(_serverEnv.data)) { + if (key.startsWith('NEXT_PUBLIC_')) { + console.warn('❌ You are exposing a server-side env-variable:', key); + + throw new Error('You are exposing a server-side env-variable'); + } +} + +export const env = { ..._serverEnv.data, ...clientEnv }; diff --git a/apps/portal/src/pages/_app.tsx b/apps/portal/src/pages/_app.tsx new file mode 100644 index 0000000000..5de4ac99bd --- /dev/null +++ b/apps/portal/src/pages/_app.tsx @@ -0,0 +1,81 @@ +import type { AppType } from 'next/app'; +import type { Session } from 'next-auth'; +import { SessionProvider } from 'next-auth/react'; +import React from 'react'; +import superjson from 'superjson'; +import { httpBatchLink } from '@trpc/client/links/httpBatchLink'; +import { loggerLink } from '@trpc/client/links/loggerLink'; +import { withTRPC } from '@trpc/next'; + +import AppShell from '~/components/global/AppShell'; + +import type { AppRouter } from '~/server/router'; + +import '~/styles/globals.css'; + +const MyApp: AppType<{ session: Session | null }> = ({ + Component, + pageProps: { session, ...pageProps }, +}) => { + return ( + + + + + + ); +}; + +const getBaseUrl = () => { + if (typeof window !== 'undefined') { + return ''; + } // Browser should use relative url + if (process.env.VERCEL_URL) { + return `https://${process.env.VERCEL_URL}`; + } // SSR should use vercel url + return `http://localhost:${process.env.PORT ?? 3000}`; // Dev SSR should use localhost +}; + +export default withTRPC({ + config({ ctx: _ctx }) { + /** + * If you want to use SSR, you need to use the server's full URL + * @link https://trpc.io/docs/ssr + */ + const url = `${getBaseUrl()}/api/trpc`; + + return { + links: [ + loggerLink({ + enabled: (opts) => + process.env.NODE_ENV === 'development' || + (opts.direction === 'down' && opts.result instanceof Error), + }), + httpBatchLink({ url }), + ], + transformer: superjson, + url, + /** + * @link https://react-query.tanstack.com/reference/QueryClient + */ + // queryClientConfig: { defaultOptions: { queries: { staleTime: 60 } } }, + + // To use SSR properly you need to forward the client's headers to the server + // headers: () => { + // if (ctx?.req) { + // const headers = ctx?.req?.headers; + // delete headers?.connection; + // return { + // ...headers, + // "x-ssr": "1", + // }; + // } + // return {}; + // } + }; + }, + /** + * @link https://trpc.io/docs/ssr + */ + ssr: false, +})(MyApp); diff --git a/apps/portal/src/pages/_document.tsx b/apps/portal/src/pages/_document.tsx new file mode 100644 index 0000000000..2054857e0f --- /dev/null +++ b/apps/portal/src/pages/_document.tsx @@ -0,0 +1,13 @@ +import { Head, Html, Main, NextScript } from 'next/document'; + +export default function Document() { + return ( + + + +
+ + + + ); +} diff --git a/apps/portal/src/pages/api/auth/[...nextauth].ts b/apps/portal/src/pages/api/auth/[...nextauth].ts new file mode 100644 index 0000000000..2643561022 --- /dev/null +++ b/apps/portal/src/pages/api/auth/[...nextauth].ts @@ -0,0 +1,33 @@ +import NextAuth, { type NextAuthOptions } from 'next-auth'; +import GitHubProvider from 'next-auth/providers/github'; +// Prisma adapter for NextAuth, optional and can be removed +import { PrismaAdapter } from '@next-auth/prisma-adapter'; + +import { env } from '../../../env/server.mjs'; +import { prisma } from '../../../server/db/client'; + +export const authOptions: NextAuthOptions = { + // Configure one or more authentication providers + adapter: PrismaAdapter(prisma), + + // Include user.id on session + callbacks: { + session({ session, user }) { + if (session.user != null) { + // eslint-disable-next-line @typescript-eslint/ban-ts-comment + // @ts-ignore + session.user.id = user.id; + } + return session; + }, + }, + providers: [ + GitHubProvider({ + clientId: env.GITHUB_CLIENT_ID, + clientSecret: env.GITHUB_CLIENT_SECRET, + }), + // ...add more providers here + ], +}; + +export default NextAuth(authOptions); diff --git a/apps/portal/src/pages/api/examples.ts b/apps/portal/src/pages/api/examples.ts new file mode 100644 index 0000000000..b63328871b --- /dev/null +++ b/apps/portal/src/pages/api/examples.ts @@ -0,0 +1,11 @@ +// Src/pages/api/examples.ts +import type { NextApiRequest, NextApiResponse } from 'next'; + +import { prisma } from '../../server/db/client'; + +const examples = async (req: NextApiRequest, res: NextApiResponse) => { + const examplesFromDb = await prisma.example.findMany(); + res.status(200).json(examplesFromDb); +}; + +export default examples; diff --git a/apps/portal/src/pages/api/restricted.ts b/apps/portal/src/pages/api/restricted.ts new file mode 100644 index 0000000000..eff83eaeb4 --- /dev/null +++ b/apps/portal/src/pages/api/restricted.ts @@ -0,0 +1,23 @@ +// Example of a restricted endpoint that only authenticated users can access from https://next-auth.js.org/getting-started/example + +import type { NextApiRequest, NextApiResponse } from 'next'; + +import { getServerAuthSession } from '../../server/common/get-server-auth-session'; + +const restricted = async (req: NextApiRequest, res: NextApiResponse) => { + const session = await getServerAuthSession({ req, res }); + + if (session) { + res.send({ + content: + 'This is protected content. You can access this content because you are signed in.', + }); + } else { + res.send({ + error: + 'You must be signed in to view the protected content on this page.', + }); + } +}; + +export default restricted; diff --git a/apps/portal/src/pages/api/trpc/[trpc].ts b/apps/portal/src/pages/api/trpc/[trpc].ts new file mode 100644 index 0000000000..67355881fc --- /dev/null +++ b/apps/portal/src/pages/api/trpc/[trpc].ts @@ -0,0 +1,18 @@ +// Src/pages/api/trpc/[trpc].ts +import { createNextApiHandler } from '@trpc/server/adapters/next'; + +import { env } from '../../../env/server.mjs'; +import { appRouter } from '../../../server/router'; +import { createContext } from '../../../server/router/context'; + +// Export API handler +export default createNextApiHandler({ + createContext, + onError: + env.NODE_ENV === 'development' + ? ({ path, error }) => { + console.error(`❌ tRPC failed on ${path}: ${error}`); + } + : undefined, + router: appRouter, +}); diff --git a/apps/portal/src/pages/example.tsx b/apps/portal/src/pages/example.tsx new file mode 100644 index 0000000000..3b675af9b2 --- /dev/null +++ b/apps/portal/src/pages/example.tsx @@ -0,0 +1,30 @@ +import { trpc } from '~/utils/trpc'; + +export default function Example() { + const hello = trpc.useQuery(['example.hello', { text: 'from tRPC!' }]); + const getAll = trpc.useQuery(['example.getAll']); + + return ( + <> +
+ {/* Primary column */} +
+

+ Photos +

+
+ {hello.data ?

{hello.data.greeting}

:

Loading..

} +
+ 
{JSON.stringify(getAll.data, null, 2)}
+
+
+ + {/* Secondary column (hidden on smaller screens) */} + + + ); +} diff --git a/apps/portal/src/pages/index.tsx b/apps/portal/src/pages/index.tsx new file mode 100644 index 0000000000..22a3110572 --- /dev/null +++ b/apps/portal/src/pages/index.tsx @@ -0,0 +1,9 @@ +export default function HomePage() { + return ( +
+
+

Homepage

+
+
+ ); +} diff --git a/apps/portal/src/pages/offers/index.tsx b/apps/portal/src/pages/offers/index.tsx new file mode 100644 index 0000000000..a57d4f94f6 --- /dev/null +++ b/apps/portal/src/pages/offers/index.tsx @@ -0,0 +1,9 @@ +export default function OffersHomePage() { + return ( +
+
+

Offers Research

+
+
+ ); +} diff --git a/apps/portal/src/pages/profile.tsx b/apps/portal/src/pages/profile.tsx new file mode 100644 index 0000000000..bf849d0271 --- /dev/null +++ b/apps/portal/src/pages/profile.tsx @@ -0,0 +1,25 @@ +import { useSession } from 'next-auth/react'; + +export default function ProfilePage() { + const { data: session, status } = useSession(); + const isSessionLoading = status === 'loading'; + + if (isSessionLoading) { + return null; + } + + return ( +
+

Profile

+ {session?.user?.image && ( + {session?.user?.email + )} + {session?.user?.email &&

{session?.user?.email}

} + {session?.user?.name &&

{session?.user?.name}

} +
+ ); +} diff --git a/apps/portal/src/pages/questions/index.tsx b/apps/portal/src/pages/questions/index.tsx new file mode 100644 index 0000000000..c3e45c7ed3 --- /dev/null +++ b/apps/portal/src/pages/questions/index.tsx @@ -0,0 +1,9 @@ +export default function QuestionsHomePage() { + return ( +
+
+

Interview Questions

+
+
+ ); +} diff --git a/apps/portal/src/pages/resumes/index.tsx b/apps/portal/src/pages/resumes/index.tsx new file mode 100644 index 0000000000..b53b40706d --- /dev/null +++ b/apps/portal/src/pages/resumes/index.tsx @@ -0,0 +1,9 @@ +export default function ResumeHomePage() { + return ( +
+
+

Resume Reviews

+
+
+ ); +} diff --git a/apps/portal/src/server/common/get-server-auth-session.ts b/apps/portal/src/server/common/get-server-auth-session.ts new file mode 100644 index 0000000000..c1990d1ba3 --- /dev/null +++ b/apps/portal/src/server/common/get-server-auth-session.ts @@ -0,0 +1,15 @@ +// Wrapper for unstable_getServerSession https://next-auth.js.org/configuration/nextjs + +import type { GetServerSidePropsContext } from 'next'; +// eslint-disable-next-line camelcase +import { unstable_getServerSession } from 'next-auth'; + +import { authOptions as nextAuthOptions } from '~/pages/api/auth/[...nextauth]'; + +// Next API route example - /pages/api/restricted.ts +export const getServerAuthSession = async (ctx: { + req: GetServerSidePropsContext['req']; + res: GetServerSidePropsContext['res']; +}) => { + return await unstable_getServerSession(ctx.req, ctx.res, nextAuthOptions); +}; diff --git a/apps/portal/src/server/db/client.ts b/apps/portal/src/server/db/client.ts new file mode 100644 index 0000000000..e316fb699f --- /dev/null +++ b/apps/portal/src/server/db/client.ts @@ -0,0 +1,20 @@ +// Src/server/db/client.ts +import { PrismaClient } from '@prisma/client'; + +import { env } from '~/env/server.mjs'; + +declare global { + // eslint-disable-next-line no-var, init-declarations + var prisma: PrismaClient | undefined; +} + +export const prisma = + global.prisma || + new PrismaClient({ + log: + env.NODE_ENV === 'development' ? ['query', 'error', 'warn'] : ['error'], + }); + +if (env.NODE_ENV !== 'production') { + global.prisma = prisma; +} diff --git a/apps/portal/src/server/router/context.ts b/apps/portal/src/server/router/context.ts new file mode 100644 index 0000000000..4652cd1f6e --- /dev/null +++ b/apps/portal/src/server/router/context.ts @@ -0,0 +1,61 @@ +// Src/server/router/context.ts +import type { Session } from 'next-auth'; +import * as trpc from '@trpc/server'; +import type * as trpcNext from '@trpc/server/adapters/next'; + +import { getServerAuthSession } from '~/server/common/get-server-auth-session'; +import { prisma } from '~/server/db/client'; + +type CreateContextOptions = { + session: Session | null; +}; + +/** Use this helper for: + * - testing, where we dont have to Mock Next.js' req/res + * - trpc's `createSSGHelpers` where we don't have req/res + **/ +export const createContextInner = async (opts: CreateContextOptions) => { + return { + prisma, + session: opts.session, + }; +}; + +/** + * This is the actual context you'll use in your router + * @link https://trpc.io/docs/context + **/ +export const createContext = async ( + opts: trpcNext.CreateNextContextOptions, +) => { + const { req, res } = opts; + + // Get the session from the server using the unstable_getServerSession wrapper function + const session = await getServerAuthSession({ req, res }); + + return await createContextInner({ + session, + }); +}; + +type Context = trpc.inferAsyncReturnType; + +export const createRouter = () => trpc.router(); + +/** + * Creates a tRPC router that asserts all queries and mutations are from an authorized user. Will throw an unauthorized error if a user is not signed in. + **/ +export function createProtectedRouter() { + return createRouter().middleware(({ ctx, next }) => { + if (!ctx.session || !ctx.session.user) { + throw new trpc.TRPCError({ code: 'UNAUTHORIZED' }); + } + return next({ + ctx: { + ...ctx, + // Infers that `session` is non-nullable to downstream resolvers + session: { ...ctx.session, user: ctx.session.user }, + }, + }); + }); +} diff --git a/apps/portal/src/server/router/example.ts b/apps/portal/src/server/router/example.ts new file mode 100644 index 0000000000..7e2068eefe --- /dev/null +++ b/apps/portal/src/server/router/example.ts @@ -0,0 +1,23 @@ +import { z } from 'zod'; + +import { createRouter } from './context'; + +export const exampleRouter = createRouter() + .query('hello', { + input: z + .object({ + text: z.string().nullish(), + }) + .nullish(), + resolve({ input }) { + return { + greeting: `Hello ${input?.text ?? 'world'}`, + }; + }, + }) + .query('getAll', { + async resolve({ ctx }) { + const items = await ctx.prisma.example.findMany(); + return items; + }, + }); diff --git a/apps/portal/src/server/router/index.ts b/apps/portal/src/server/router/index.ts new file mode 100644 index 0000000000..65d264b7a5 --- /dev/null +++ b/apps/portal/src/server/router/index.ts @@ -0,0 +1,14 @@ +// Src/server/router/index.ts +import superjson from 'superjson'; + +import { createRouter } from './context'; +import { exampleRouter } from './example'; +import { protectedExampleRouter } from './protected-example-router'; + +export const appRouter = createRouter() + .transformer(superjson) + .merge('example.', exampleRouter) + .merge('auth.', protectedExampleRouter); + +// Export type definition of API +export type AppRouter = typeof appRouter; diff --git a/apps/portal/src/server/router/protected-example-router.ts b/apps/portal/src/server/router/protected-example-router.ts new file mode 100644 index 0000000000..a67095382f --- /dev/null +++ b/apps/portal/src/server/router/protected-example-router.ts @@ -0,0 +1,14 @@ +import { createProtectedRouter } from './context'; + +// Example router with queries that can only be hit if the user requesting is signed in +export const protectedExampleRouter = createProtectedRouter() + .query('getSession', { + resolve({ ctx }) { + return ctx.session; + }, + }) + .query('getSecretMessage', { + resolve({ ctx: _ctx }) { + return 'He who asks a question is a fool for five minutes; he who does not ask a question remains a fool forever.'; + }, + }); diff --git a/apps/portal/src/styles/globals.css b/apps/portal/src/styles/globals.css new file mode 100644 index 0000000000..b5c61c9567 --- /dev/null +++ b/apps/portal/src/styles/globals.css @@ -0,0 +1,3 @@ +@tailwind base; +@tailwind components; +@tailwind utilities; diff --git a/apps/portal/src/types/next-auth.d.ts b/apps/portal/src/types/next-auth.d.ts new file mode 100644 index 0000000000..28c3dccb27 --- /dev/null +++ b/apps/portal/src/types/next-auth.d.ts @@ -0,0 +1,12 @@ +import type { DefaultSession } from 'next-auth'; + +declare module 'next-auth' { + /** + * Returned by `useSession`, `getSession` and received as a prop on the `SessionProvider` React Context + */ + type Session = { + user?: DefaultSession['user'] & { + id: string; + }; + }; +} diff --git a/apps/portal/src/utils/trpc.ts b/apps/portal/src/utils/trpc.ts new file mode 100644 index 0000000000..90d117b0fb --- /dev/null +++ b/apps/portal/src/utils/trpc.ts @@ -0,0 +1,27 @@ +// Src/utils/trpc.ts +import { createReactQueryHooks } from '@trpc/react'; +import type { inferProcedureInput, inferProcedureOutput } from '@trpc/server'; + +import type { AppRouter } from '~/server/router'; + +export const trpc = createReactQueryHooks(); + +/** + * These are helper types to infer the input and output of query resolvers + * @example type HelloOutput = inferQueryOutput<'hello'> + */ +export type inferQueryOutput< + TRouteKey extends keyof AppRouter['_def']['queries'], +> = inferProcedureOutput; + +export type inferQueryInput< + TRouteKey extends keyof AppRouter['_def']['queries'], +> = inferProcedureInput; + +export type inferMutationOutput< + TRouteKey extends keyof AppRouter['_def']['mutations'], +> = inferProcedureOutput; + +export type inferMutationInput< + TRouteKey extends keyof AppRouter['_def']['mutations'], +> = inferProcedureInput; diff --git a/apps/portal/tailwind.config.cjs b/apps/portal/tailwind.config.cjs new file mode 100644 index 0000000000..8fb0820299 --- /dev/null +++ b/apps/portal/tailwind.config.cjs @@ -0,0 +1,23 @@ +const defaultTheme = require('tailwindcss/defaultTheme'); +const colors = require('tailwindcss/colors'); + +/** @type {import('tailwindcss').Config} */ +module.exports = { + content: ['./src/**/*.{js,jsx,ts,tsx,md,mdx}'], + theme: { + extend: { + fontFamily: { + sans: ['Inter var', ...defaultTheme.fontFamily.sans], + }, + colors: { + primary: colors.purple, + }, + }, + }, + plugins: [ + require('@tailwindcss/aspect-ratio'), + require('@tailwindcss/forms'), + require('@tailwindcss/line-clamp'), + require('@tailwindcss/typography'), + ], +}; diff --git a/apps/portal/tsconfig.json b/apps/portal/tsconfig.json new file mode 100644 index 0000000000..b759d38a4e --- /dev/null +++ b/apps/portal/tsconfig.json @@ -0,0 +1,13 @@ +{ + "exclude": ["node_modules"], + "extends": "@tih/tsconfig/nextjs.json", + "compilerOptions": { + "rootDir": "src", + "outDir": "dist", + "baseUrl": "./src", + "paths": { + "~/*": ["*"] + } + }, + "include": ["src", "next-env.d.ts"] +} diff --git a/apps/storybook/.eslintrc.js b/apps/storybook/.eslintrc.js new file mode 100644 index 0000000000..97e05895e9 --- /dev/null +++ b/apps/storybook/.eslintrc.js @@ -0,0 +1,4 @@ +module.exports = { + root: true, + extends: ['tih'], +}; diff --git a/apps/storybook/.storybook/main.js b/apps/storybook/.storybook/main.js new file mode 100644 index 0000000000..03a5004fd7 --- /dev/null +++ b/apps/storybook/.storybook/main.js @@ -0,0 +1,24 @@ +const path = require('path'); + +module.exports = { + stories: ['../stories/**/*.stories.mdx', '../stories/**/*.stories.tsx'], + addons: ['@storybook/addon-links', '@storybook/addon-essentials'], + framework: '@storybook/react', + core: { + builder: '@storybook/builder-vite', + }, + async viteFinal(config, { configType }) { + // customize the Vite config here + return { + ...config, + resolve: { + alias: [ + { + find: '@tih/ui', + replacement: path.resolve(__dirname, '../../../packages/ui/'), + }, + ], + }, + }; + }, +}; diff --git a/apps/storybook/package.json b/apps/storybook/package.json new file mode 100644 index 0000000000..d6de10d2c9 --- /dev/null +++ b/apps/storybook/package.json @@ -0,0 +1,30 @@ +{ + "name": "@tih/storybook", + "version": "0.0.0", + "private": true, + "scripts": { + "dev": "start-storybook -p 6001", + "build": "build-storybook --docs", + "preview-storybook": "serve storybook-static", + "clean": "rm -rf .turbo && rm -rf node_modules" + }, + "dependencies": { + "@tih/ui": "*", + "react": "^18.2.0", + "react-dom": "^18.2.0" + }, + "devDependencies": { + "@storybook/addon-actions": "^6.4.18", + "@storybook/addon-docs": "^6.4.22", + "@storybook/addon-essentials": "^6.4.18", + "@storybook/addon-links": "^6.4.18", + "@storybook/builder-vite": "^0.1.33", + "@storybook/react": "^6.4.18", + "@tih/tsconfig": "*", + "@vitejs/plugin-react": "^1.3.2", + "eslint-config-tih": "*", + "serve": "^13.0.2", + "typescript": "^4.8.3", + "vite": "^2.9.9" + } +} diff --git a/apps/storybook/stories/button.stories.mdx b/apps/storybook/stories/button.stories.mdx new file mode 100644 index 0000000000..af87316acf --- /dev/null +++ b/apps/storybook/stories/button.stories.mdx @@ -0,0 +1,20 @@ +import { CounterButton } from '@tih/ui'; +import { Meta, Story, Canvas, ArgsTable } from '@storybook/addon-docs'; + + + +# Button + +Lorem ipsum dolor sit amet, consectetur adipiscing elit. Donec euismod, nisl eget consectetur tempor, nisl nunc egestas nisi, euismod aliquam nisl nunc euismod. + +## Props + + + +## Examples + + + + Hello + + diff --git a/assets/start-reading-button.jpg b/assets/start-reading-button.jpg new file mode 100644 index 0000000000..d761fb8c9a Binary files /dev/null and b/assets/start-reading-button.jpg differ diff --git a/contents/_components/InDocAd.js b/contents/_components/InDocAd.js new file mode 100644 index 0000000000..ad2930fb00 --- /dev/null +++ b/contents/_components/InDocAd.js @@ -0,0 +1,10 @@ +import React from 'react'; +import SidebarAd from '@site/src/components/SidebarAd'; + +export default function InDocAd() { + return ( +
+ +
+ ); +} diff --git a/contents/_components/QuestionGroups.json b/contents/_components/QuestionGroups.json new file mode 100644 index 0000000000..04b6d72759 --- /dev/null +++ b/contents/_components/QuestionGroups.json @@ -0,0 +1,843 @@ +{ + "Week 1": [ + { + "slug": "two-sum", + "title": "Two Sum", + "url": "https://leetcode.com/problems/two-sum", + "duration": 15, + "epi": null, + "difficulty": "Easy", + "id": 1, + "topic": "array", + "routines": ["hashing"] + }, + { + "slug": "valid-parentheses", + "title": "Valid Parentheses", + "url": "https://leetcode.com/problems/valid-parentheses", + "duration": 20, + "epi": 3, + "difficulty": "Easy", + "id": 20, + "topic": "stack", + "routines": [] + }, + { + "slug": "merge-two-sorted-lists", + "title": "Merge Two Sorted Lists", + "url": "https://leetcode.com/problems/merge-two-sorted-lists", + "duration": 20, + "epi": 0, + "difficulty": "Easy", + "id": 21, + "topic": "linked-list", + "routines": [] + }, + { + "slug": "best-time-to-buy-and-sell-stock", + "title": "Best Time to Buy and Sell Stock", + "url": "https://leetcode.com/problems/best-time-to-buy-and-sell-stock", + "duration": 20, + "epi": 0, + "difficulty": "Easy", + "id": 121, + "topic": "array", + "routines": [] + }, + { + "slug": "valid-palindrome", + "title": "Valid Palindrome", + "url": "https://leetcode.com/problems/valid-palindrome", + "duration": 15, + "epi": 2, + "difficulty": "Easy", + "id": 125, + "topic": "string", + "routines": ["palindrome"] + }, + { + "slug": "invert-binary-tree", + "title": "Invert Binary Tree", + "url": "https://leetcode.com/problems/invert-binary-tree", + "duration": 15, + "epi": null, + "difficulty": "Easy", + "id": 226, + "topic": "binary-tree", + "routines": [] + }, + { + "slug": "valid-anagram", + "title": "Valid Anagram", + "url": "https://leetcode.com/problems/valid-anagram", + "duration": 15, + "epi": null, + "difficulty": "Easy", + "id": 242, + "topic": "string", + "routines": ["anagram"] + }, + { + "slug": "binary-search", + "title": "Binary Search", + "url": "https://leetcode.com/problems/binary-search", + "duration": 15, + "epi": null, + "difficulty": "Easy", + "id": 792, + "topic": "binary-search", + "routines": [] + }, + { + "slug": "flood-fill", + "title": "Flood Fill", + "url": "https://leetcode.com/problems/flood-fill", + "duration": 20, + "epi": 2, + "difficulty": "Easy", + "id": 733, + "topic": "graph", + "routines": ["matrix", "depth-first-search"] + }, + { + "slug": "lowest-common-ancestor-of-a-binary-search-tree", + "title": "Lowest Common Ancestor of a Binary Search Tree", + "url": "https://leetcode.com/problems/lowest-common-ancestor-of-a-binary-search-tree", + "duration": 20, + "epi": 1, + "difficulty": "Easy", + "id": 235, + "topic": "binary-search-tree", + "routines": [] + }, + { + "slug": "balanced-binary-tree", + "title": "Balanced Binary Tree", + "url": "https://leetcode.com/problems/balanced-binary-tree", + "duration": 15, + "epi": 0, + "difficulty": "Easy", + "id": 110, + "topic": "binary-tree", + "routines": [] + }, + { + "slug": "linked-list-cycle", + "title": "Linked List Cycle", + "url": "https://leetcode.com/problems/linked-list-cycle", + "duration": 20, + "epi": 1, + "difficulty": "Easy", + "id": 141, + "topic": "linked-list", + "routines": ["two-pointers"] + } + ], + "Week 2": [ + { + "slug": "implement-queue-using-stacks", + "title": "Implement Queue using Stacks", + "url": "https://leetcode.com/problems/implement-queue-using-stacks", + "duration": 20, + "epi": 3, + "difficulty": "Easy", + "id": 232, + "topic": "stack", + "routines": [] + }, + { + "slug": "first-bad-version", + "title": "First Bad Version", + "url": "https://leetcode.com/problems/first-bad-version", + "duration": 20, + "epi": null, + "difficulty": "Easy", + "id": 278, + "topic": "binary-search", + "routines": [] + }, + { + "slug": "ransom-note", + "title": "Ransom Note", + "url": "https://leetcode.com/problems/ransom-note", + "duration": 15, + "epi": 0, + "difficulty": "Easy", + "id": 383, + "topic": "hash-table", + "routines": [] + }, + { + "slug": "climbing-stairs", + "title": "Climbing Stairs", + "url": "https://leetcode.com/problems/climbing-stairs", + "duration": 20, + "epi": null, + "difficulty": "Easy", + "id": 70, + "topic": "dynamic-programming", + "routines": [] + }, + { + "slug": "longest-palindrome", + "title": "Longest Palindrome", + "url": "https://leetcode.com/problems/longest-palindrome", + "duration": 20, + "epi": 2, + "difficulty": "Easy", + "id": 409, + "topic": "string", + "routines": ["palindrome"] + }, + { + "slug": "reverse-linked-list", + "title": "Reverse Linked List", + "url": "https://leetcode.com/problems/reverse-linked-list", + "duration": 20, + "epi": 1, + "difficulty": "Easy", + "id": 206, + "topic": "linked-list", + "routines": [] + }, + { + "slug": "majority-element", + "title": "Majority Element", + "url": "https://leetcode.com/problems/majority-element", + "duration": 20, + "epi": 2, + "difficulty": "Easy", + "id": 169, + "topic": "array", + "routines": ["sorting"] + }, + { + "slug": "add-binary", + "title": "Add Binary", + "url": "https://leetcode.com/problems/add-binary", + "duration": 15, + "epi": null, + "difficulty": "Easy", + "id": 67, + "topic": "binary", + "routines": [] + }, + { + "slug": "diameter-of-binary-tree", + "title": "Diameter of Binary Tree", + "url": "https://leetcode.com/problems/diameter-of-binary-tree", + "duration": 30, + "epi": null, + "difficulty": "Easy", + "id": 543, + "topic": "binary-tree", + "routines": [] + }, + { + "slug": "middle-of-the-linked-list", + "title": "Middle of the Linked List", + "url": "https://leetcode.com/problems/middle-of-the-linked-list", + "duration": 20, + "epi": null, + "difficulty": "Easy", + "id": 908, + "topic": "linked-list", + "routines": ["two-pointers"] + }, + { + "slug": "maximum-depth-of-binary-tree", + "title": "Maximum Depth of Binary Tree", + "url": "https://leetcode.com/problems/maximum-depth-of-binary-tree", + "duration": 15, + "epi": null, + "difficulty": "Easy", + "id": 104, + "topic": "binary-tree", + "routines": [] + }, + { + "slug": "contains-duplicate", + "title": "Contains Duplicate", + "url": "https://leetcode.com/problems/contains-duplicate", + "duration": 15, + "epi": null, + "difficulty": "Easy", + "id": 217, + "topic": "array", + "routines": ["hash-table", "sorting"] + } + ], + "Week 3": [ + { + "slug": "min-stack", + "title": "Min Stack", + "url": "https://leetcode.com/problems/min-stack", + "duration": 20, + "epi": 0, + "difficulty": "Medium", + "id": 155, + "topic": "stack", + "routines": [] + }, + { + "slug": "maximum-subarray", + "title": "Maximum Subarray", + "url": "https://leetcode.com/problems/maximum-subarray", + "duration": 20, + "epi": null, + "difficulty": "Medium", + "id": 53, + "topic": "dynamic-programming", + "routines": [] + }, + { + "slug": "insert-interval", + "title": "Insert Interval", + "url": "https://leetcode.com/problems/insert-interval", + "duration": 25, + "epi": null, + "difficulty": "Medium", + "id": 57, + "topic": "array", + "routines": ["interval"] + }, + { + "slug": "01-matrix", + "title": "01 Matrix", + "url": "https://leetcode.com/problems/01-matrix", + "duration": 30, + "epi": null, + "difficulty": "Medium", + "id": 542, + "topic": "graph", + "routines": ["breadth-first-search"] + }, + { + "slug": "k-closest-points-to-origin", + "title": "K Closest Points to Origin", + "url": "https://leetcode.com/problems/k-closest-points-to-origin", + "duration": 30, + "epi": 1, + "difficulty": "Medium", + "id": 1014, + "topic": "heap", + "routines": ["geometry"] + }, + { + "slug": "longest-substring-without-repeating-characters", + "title": "Longest Substring Without Repeating Characters", + "url": "https://leetcode.com/problems/longest-substring-without-repeating-characters", + "duration": 30, + "epi": null, + "difficulty": "Medium", + "id": 3, + "topic": "string", + "routines": ["sliding-window"] + }, + { + "slug": "3sum", + "title": "3Sum", + "url": "https://leetcode.com/problems/3sum", + "duration": 30, + "epi": 0, + "difficulty": "Medium", + "id": 15, + "topic": "array", + "routines": ["two-pointers"] + }, + { + "slug": "binary-tree-level-order-traversal", + "title": "Binary Tree Level Order Traversal", + "url": "https://leetcode.com/problems/binary-tree-level-order-traversal", + "duration": 20, + "epi": 1, + "difficulty": "Medium", + "id": 102, + "topic": "binary-tree", + "routines": [] + }, + { + "slug": "clone-graph", + "title": "Clone Graph", + "url": "https://leetcode.com/problems/clone-graph", + "duration": 25, + "epi": null, + "difficulty": "Medium", + "id": 133, + "topic": "graph", + "routines": ["depth-first-search", "breadth-first-search"] + }, + { + "slug": "evaluate-reverse-polish-notation", + "title": "Evaluate Reverse Polish Notation", + "url": "https://leetcode.com/problems/evaluate-reverse-polish-notation", + "duration": 30, + "epi": 2, + "difficulty": "Medium", + "id": 150, + "topic": "stack", + "routines": [] + } + ], + "Week 4": [ + { + "slug": "course-schedule", + "title": "Course Schedule", + "url": "https://leetcode.com/problems/course-schedule", + "duration": 30, + "epi": null, + "difficulty": "Medium", + "id": 207, + "topic": "graph", + "routines": ["topo-sort"] + }, + { + "slug": "implement-trie-prefix-tree", + "title": "Implement Trie (Prefix Tree)", + "url": "https://leetcode.com/problems/implement-trie-prefix-tree", + "duration": 35, + "epi": null, + "difficulty": "Medium", + "id": 208, + "topic": "trie", + "routines": [] + }, + { + "slug": "coin-change", + "title": "Coin Change", + "url": "https://leetcode.com/problems/coin-change", + "duration": 25, + "epi": null, + "difficulty": "Medium", + "id": 322, + "topic": "dynamic-programming", + "routines": [] + }, + { + "slug": "product-of-array-except-self", + "title": "Product of Array Except Self", + "url": "https://leetcode.com/problems/product-of-array-except-self", + "duration": 30, + "epi": null, + "difficulty": "Medium", + "id": 238, + "topic": "array", + "routines": ["prefix-sum"] + }, + { + "slug": "validate-binary-search-tree", + "title": "Validate Binary Search Tree", + "url": "https://leetcode.com/problems/validate-binary-search-tree", + "duration": 20, + "epi": null, + "difficulty": "Medium", + "id": 98, + "topic": "binary-search-tree", + "routines": [] + }, + { + "slug": "number-of-islands", + "title": "Number of Islands", + "url": "https://leetcode.com/problems/number-of-islands", + "duration": 25, + "epi": null, + "difficulty": "Medium", + "id": 200, + "topic": "graph", + "routines": ["depth-first-search", " breadth-first-search"] + }, + { + "slug": "rotting-oranges", + "title": "Rotting Oranges", + "url": "https://leetcode.com/problems/rotting-oranges", + "duration": 30, + "epi": null, + "difficulty": "Medium", + "id": 1036, + "topic": "graph", + "routines": ["breadth-first-search"] + }, + { + "slug": "search-in-rotated-sorted-array", + "title": "Search in Rotated Sorted Array", + "url": "https://leetcode.com/problems/search-in-rotated-sorted-array", + "duration": 30, + "epi": 2, + "difficulty": "Medium", + "id": 33, + "topic": "binary-search", + "routines": [] + } + ], + "Week 5": [ + { + "slug": "combination-sum", + "title": "Combination Sum", + "url": "https://leetcode.com/problems/combination-sum", + "duration": 30, + "epi": null, + "difficulty": "Medium", + "id": 39, + "topic": "array", + "routines": ["backtracking"] + }, + { + "slug": "permutations", + "title": "Permutations", + "url": "https://leetcode.com/problems/permutations", + "duration": 30, + "epi": 2, + "difficulty": "Medium", + "id": 46, + "topic": "recursion", + "routines": ["backtracking"] + }, + { + "slug": "merge-intervals", + "title": "Merge Intervals", + "url": "https://leetcode.com/problems/merge-intervals", + "duration": 30, + "epi": 3, + "difficulty": "Medium", + "id": 56, + "topic": "array", + "routines": ["interval"] + }, + { + "slug": "lowest-common-ancestor-of-a-binary-tree", + "title": "Lowest Common Ancestor of a Binary Tree", + "url": "https://leetcode.com/problems/lowest-common-ancestor-of-a-binary-tree", + "duration": 25, + "epi": null, + "difficulty": "Medium", + "id": 236, + "topic": "binary-tree", + "routines": [] + }, + { + "slug": "time-based-key-value-store", + "title": "Time Based Key-Value Store", + "url": "https://leetcode.com/problems/time-based-key-value-store", + "duration": 35, + "epi": null, + "difficulty": "Medium", + "id": 1023, + "topic": "binary-search", + "routines": [] + }, + { + "slug": "accounts-merge", + "title": "Accounts Merge", + "url": "https://leetcode.com/problems/accounts-merge", + "duration": 30, + "epi": null, + "difficulty": "Medium", + "id": 721, + "topic": "graph", + "routines": ["depth-first-search", "union-find"] + }, + { + "slug": "sort-colors", + "title": "Sort Colors", + "url": "https://leetcode.com/problems/sort-colors", + "duration": 25, + "epi": 0, + "difficulty": "Medium", + "id": 75, + "topic": "array", + "routines": ["two-pointers"] + }, + { + "slug": "word-break", + "title": "Word Break", + "url": "https://leetcode.com/problems/word-break", + "duration": 30, + "epi": 2, + "difficulty": "Medium", + "id": 139, + "topic": "trie", + "routines": [] + } + ], + "Week 6": [ + { + "slug": "partition-equal-subset-sum", + "title": "Partition Equal Subset Sum", + "url": "https://leetcode.com/problems/partition-equal-subset-sum", + "duration": 30, + "epi": 2, + "difficulty": "Medium", + "id": 416, + "topic": "dynamic-programming", + "routines": [] + }, + { + "slug": "string-to-integer-atoi", + "title": "String to Integer (atoi)", + "url": "https://leetcode.com/problems/string-to-integer-atoi", + "duration": 25, + "epi": 0, + "difficulty": "Medium", + "id": 8, + "topic": "string", + "routines": [] + }, + { + "slug": "spiral-matrix", + "title": "Spiral Matrix", + "url": "https://leetcode.com/problems/spiral-matrix", + "duration": 25, + "epi": 1, + "difficulty": "Medium", + "id": 54, + "topic": "matrix", + "routines": [] + }, + { + "slug": "subsets", + "title": "Subsets", + "url": "https://leetcode.com/problems/subsets", + "duration": 30, + "epi": 3, + "difficulty": "Medium", + "id": 78, + "topic": "recursion", + "routines": ["backtracking"] + }, + { + "slug": "binary-tree-right-side-view", + "title": "Binary Tree Right Side View", + "url": "https://leetcode.com/problems/binary-tree-right-side-view", + "duration": 20, + "epi": null, + "difficulty": "Medium", + "id": 199, + "topic": "binary-tree", + "routines": [] + }, + { + "slug": "longest-palindromic-substring", + "title": "Longest Palindromic Substring", + "url": "https://leetcode.com/problems/longest-palindromic-substring", + "duration": 25, + "epi": null, + "difficulty": "Medium", + "id": 5, + "topic": "string", + "routines": ["palindrome", "two-pointer", "dynamic-programming"] + }, + { + "slug": "unique-paths", + "title": "Unique Paths", + "url": "https://leetcode.com/problems/unique-paths", + "duration": 20, + "epi": 2, + "difficulty": "Medium", + "id": 62, + "topic": "dynamic-programming", + "routines": [] + }, + { + "slug": "construct-binary-tree-from-preorder-and-inorder-traversal", + "title": "Construct Binary Tree from Preorder and Inorder Traversal", + "url": "https://leetcode.com/problems/construct-binary-tree-from-preorder-and-inorder-traversal", + "duration": 25, + "epi": 2, + "difficulty": "Medium", + "id": 105, + "topic": "binary-tree", + "routines": [] + }, + { + "slug": "container-with-most-water", + "title": "Container With Most Water", + "url": "https://leetcode.com/problems/container-with-most-water", + "duration": 35, + "epi": 2, + "difficulty": "Medium", + "id": 11, + "topic": "array", + "routines": ["greedy", "two-pointers"] + } + ], + "Week 7": [ + { + "slug": "letter-combinations-of-a-phone-number", + "title": "Letter Combinations of a Phone Number", + "url": "https://leetcode.com/problems/letter-combinations-of-a-phone-number", + "duration": 30, + "epi": 3, + "difficulty": "Medium", + "id": 17, + "topic": "recursion", + "routines": ["backtracking"] + }, + { + "slug": "word-search", + "title": "Word Search", + "url": "https://leetcode.com/problems/word-search", + "duration": 30, + "epi": null, + "difficulty": "Medium", + "id": 79, + "topic": "graph", + "routines": ["backtracking"] + }, + { + "slug": "find-all-anagrams-in-a-string", + "title": "Find All Anagrams in a String", + "url": "https://leetcode.com/problems/find-all-anagrams-in-a-string", + "duration": 30, + "epi": null, + "difficulty": "Medium", + "id": 438, + "topic": "string", + "routines": ["anagram"] + }, + { + "slug": "minimum-height-trees", + "title": "Minimum Height Trees", + "url": "https://leetcode.com/problems/minimum-height-trees", + "duration": 30, + "epi": null, + "difficulty": "Medium", + "id": 310, + "topic": "graph", + "routines": ["topo-sort"] + }, + { + "slug": "task-scheduler", + "title": "Task Scheduler", + "url": "https://leetcode.com/problems/task-scheduler", + "duration": 35, + "epi": null, + "difficulty": "Medium", + "id": 621, + "topic": "heap", + "routines": [] + }, + { + "slug": "lru-cache", + "title": "LRU Cache", + "url": "https://leetcode.com/problems/lru-cache", + "duration": 30, + "epi": null, + "difficulty": "Medium", + "id": 146, + "topic": "linked-list", + "routines": ["hash-table"] + }, + { + "slug": "kth-smallest-element-in-a-bst", + "title": "Kth Smallest Element in a BST", + "url": "https://leetcode.com/problems/kth-smallest-element-in-a-bst", + "duration": 25, + "epi": null, + "difficulty": "Medium", + "id": 230, + "topic": "binary-search-tree", + "routines": [] + }, + { + "slug": "minimum-window-substring", + "title": "Minimum Window Substring", + "url": "https://leetcode.com/problems/minimum-window-substring", + "duration": 30, + "epi": 3, + "difficulty": "Hard", + "id": 76, + "topic": "string", + "routines": ["sliding-window"] + } + ], + "Week 8": [ + { + "slug": "serialize-and-deserialize-binary-tree", + "title": "Serialize and Deserialize Binary Tree", + "url": "https://leetcode.com/problems/serialize-and-deserialize-binary-tree", + "duration": 40, + "epi": null, + "difficulty": "Hard", + "id": 297, + "topic": "binary-tree", + "routines": [] + }, + { + "slug": "trapping-rain-water", + "title": "Trapping Rain Water", + "url": "https://leetcode.com/problems/trapping-rain-water", + "duration": 35, + "epi": null, + "difficulty": "Hard", + "id": 42, + "topic": "stack", + "routines": ["monotonic-stack"] + }, + { + "slug": "find-median-from-data-stream", + "title": "Find Median from Data Stream", + "url": "https://leetcode.com/problems/find-median-from-data-stream", + "duration": 30, + "epi": 3, + "difficulty": "Hard", + "id": 295, + "topic": "heap", + "routines": [] + }, + { + "slug": "word-ladder", + "title": "Word Ladder", + "url": "https://leetcode.com/problems/word-ladder", + "duration": 45, + "epi": null, + "difficulty": "Hard", + "id": 127, + "topic": "graph", + "routines": ["breadth-first-search"] + }, + { + "slug": "basic-calculator", + "title": "Basic Calculator", + "url": "https://leetcode.com/problems/basic-calculator", + "duration": 40, + "epi": null, + "difficulty": "Hard", + "id": 224, + "topic": "stack", + "routines": ["parsing"] + }, + { + "slug": "maximum-profit-in-job-scheduling", + "title": "Maximum Profit in Job Scheduling", + "url": "https://leetcode.com/problems/maximum-profit-in-job-scheduling", + "duration": 45, + "epi": null, + "difficulty": "Hard", + "id": 1352, + "topic": "binary-search", + "routines": ["dynamic-programming"] + }, + { + "slug": "merge-k-sorted-lists", + "title": "Merge k Sorted Lists", + "url": "https://leetcode.com/problems/merge-k-sorted-lists", + "duration": 30, + "epi": null, + "difficulty": "Hard", + "id": 23, + "topic": "heap", + "routines": [] + }, + { + "slug": "largest-rectangle-in-histogram", + "title": "Largest Rectangle in Histogram", + "url": "https://leetcode.com/problems/largest-rectangle-in-histogram", + "duration": 35, + "epi": 3, + "difficulty": "Hard", + "id": 84, + "topic": "stack", + "routines": ["monotonic-stack"] + } + ] +} diff --git a/contents/_components/QuestionList.js b/contents/_components/QuestionList.js new file mode 100644 index 0000000000..f64295db3a --- /dev/null +++ b/contents/_components/QuestionList.js @@ -0,0 +1,60 @@ +import React from 'react'; + +import QuestionGroups from './QuestionGroups.json'; + +function DifficultyLabel({ difficulty }) { + return ( + + {difficulty} + + ); +} + +export default function QuestionList() { + return ( +
+ {Object.entries(QuestionGroups).map( + ([sectionTitle, questions], index) => ( +
+

Week {index + 5}

+ + + + + + + + + + {questions.map((question) => ( + + + + + + ))} + +
ProblemDifficultyDuration
+ + {question.title} + + + + {question.duration} mins
+
+ ), + )} +
+ ); +} diff --git a/contents/_courses/AlgorithmCourses.md b/contents/_courses/AlgorithmCourses.md new file mode 100644 index 0000000000..1c1a12e1b6 --- /dev/null +++ b/contents/_courses/AlgorithmCourses.md @@ -0,0 +1,11 @@ +### [AlgoMonster](https://shareasale.com/r.cfm?b=1873647&u=3114753&m=114505&urllink=&afftrack=) + +AlgoMonster aims to help you ace the technical interview **in the shortest time possible**. By Google engineers, AlgoMonster uses a data-driven approach to teach you the most useful key question patterns and has contents to help you quickly revise basic data structures and algorithms. Best of all, AlgoMonster is not subscription-based - pay a one-time fee and get **lifetime access**. [**Join today for a 70% discount →**](https://shareasale.com/r.cfm?b=1873647&u=3114753&m=114505&urllink=&afftrack=) + +### [Grokking the Coding Interview: Patterns for Coding Questions](https://designgurus.org/link/kJSIoU?url=https%3A%2F%2Fdesigngurus.org%2Fcourse%3Fcourseid%3Dgrokking-the-coding-interview) + +This course on by Design Gurus expands upon the questions on the recommended practice questions but approaches the practicing from a questions pattern perspective, which is an approach I also agree with for learning and have personally used to get better at coding interviews. The course allows you to practice selected questions in Java, Python, C++, JavaScript and also provides sample solutions in those languages along with step-by-step visualizations. **Learn and understand patterns, not memorize answers!** [**Get lifetime access now →**](https://designgurus.org/link/kJSIoU?url=https%3A%2F%2Fdesigngurus.org%2Fcourse%3Fcourseid%3Dgrokking-the-coding-interview) + +### [Master the Coding Interview: Data Structures + Algorithms](https://fxo.co/DQpY) + +This Udemy bestseller is one of the highest-rated interview preparation course (4.6 stars, 21.5k ratings, 135k students) and packs **19 hours** worth of contents into it. Like Tech Interview Handbook, it goes beyond coding interviews and covers resume, non-technical interviews, negotiations. It's an all-in-one package! Note that JavaScript is being used for the coding demos. [**Check it out →**](https://fxo.co/DQpY) diff --git a/contents/algorithms/__template__.md b/contents/algorithms/__template__.md new file mode 100644 index 0000000000..c203c5d02c --- /dev/null +++ b/contents/algorithms/__template__.md @@ -0,0 +1,72 @@ +- [ ] introduction.md +- [x] array.md +- [x] string.md +- [x] sorting-searching.md +- [x] recursion.md +- [x] hash-table.md +- [x] linked-list.md +- [x] stack.md +- [x] queue.md +- [x] matrix.md +- [x] graph.md +- [x] interval.md +- [x] tree.md +- [x] heap.md +- [x] trie.md +- [x] geometry.md +- [x] math.md +- [x] dynamic-programming.md +- [x] binary.md + + +## Introduction + +TODO + +## Learning resources + +TODO + +## Implementations + +| Language | API | +| ---------- | ---- | +| C++ | []() | +| Java | []() | +| Python | []() | +| JavaScript | []() | + +## Time complexity + +TODO + +| Operation | Big-O | Note | +| --------- | ----- | ---- | +| Access | O(n) | | +| Search | O(n) | | +| Insert | O(1) | | +| Remove | O(1) | | + +## Things to look out for during interviews + +TODO + +## Corner cases + +TODO + +## Techniques + +TODO + +## Essential questions + +_These are essential questions to practice if you're studying for this topic._ + +TODO + +## Recommended practice questions + +_These are recommended questions to practice after you have studied for the topic and have practiced the essential questions._ + +TODO diff --git a/contents/algorithms/array.md b/contents/algorithms/array.md index b7186c9b6a..c65ad37406 100644 --- a/contents/algorithms/array.md +++ b/contents/algorithms/array.md @@ -1,50 +1,139 @@ --- id: array -title: Array +title: Array cheatsheet for coding interviews +description: Array study guide for coding interviews, including practice questions, techniques, time complexity, and recommended resources +keywords: + [ + array coding interview study guide, + array tips for coding interviews, + array practice questions, + array useful techniques, + array time complexity, + array recommended study resources, + ] +sidebar_label: Array +toc_max_heading_level: 2 --- -## Notes + + + -Is the array sorted or partially sorted? If it is, some form of binary search should be possible. This also usually means that the interviewer is looking for a solution that is faster than O(n). +## Introduction + +Arrays hold values of the same type at contiguous memory locations. In an array, we're usually concerned about two things - the position/index of an element and the element itself. Different programming languages implement arrays under the hood differently and can affect the time complexity of operations you make to the array. In some languages like Python, JavaScript, Ruby, PHP, the array (or list in Python) size is dynamic and you do not need to have a size defined beforehand when creating the array. As a result, people usually have an easier time using these languages for interviews. + +Arrays are among the most common data structures encountered during interviews. Questions which ask about other topics would likely involve arrays/sequences as well. Mastery of array is essential for interviews! + +**Advantages** + +- Store multiple elements of the same type with one single variable name +- Accessing elements is fast as long as you have the index, as opposed to [linked lists](./linked-list.md) where you have to traverse from the head. -Can you sort the array? Sometimes sorting the array first may significantly simplify the problem. Make sure that the order of array elements do not need to be preserved before attempting a sort. +**Disadvantages** -For questions where summation or multiplication of a subarray is involved, pre-computation using hashing or a prefix/suffix sum/product might be useful. +- Addition and removal of elements into/from the middle of an array is slow because the remaining elements need to be shifted to accommodate the new/missing element. An exception to this is if the position to be inserted/removed is at the end of the array. +- For certain languages where the array size is fixed, it cannot alter its size after initialization. If an insertion causes the total number of elements to exceed the size, a new array has to be allocated and the existing elements have to be copied over. The act of creating a new array and transferring elements over takes O(n) time. -If you are given a sequence and the interviewer asks for O(1) space, it might be possible to use the array itself as a hash table. For example, if the array only has values from 1 to N, where N is the length of the array, negate the value at that index (minus one) to indicate presence of that number. +## Learning resources -Also O(n) doesn't mean you can only traverse the array once. Sometimes traversing the array more than once can help you solve the problem easily. +- Readings + - [Array in Data Structure: What is, Arrays Operations](https://www.guru99.com/array-data-structure.html), Guru99 +- Videos + - [Arrays](https://www.coursera.org/lecture/data-structures/arrays-OsBSF), University of California San Diego -## Arrays are sequences +## Common terms -Are there duplicate values in the array, would it affect the answer? +Common terms you see when doing problems involving arrays: -When using an index to iterate through array elements, be careful not to go out of bounds. +- Subarray - A range of contiguous values within an array. + - Example: given an array `[2, 3, 6, 1, 5, 4]`, `[3, 6, 1]` is a subarray while `[3, 1, 5]` is not a subarray. +- Subsequence - A sequence that can be derived from the given sequence by deleting some or no elements without changing the order of the remaining elements. + - Example: given an array `[2, 3, 6, 1, 5, 4]`, `[3, 1, 5]` is a subsequence but `[3, 5, 1]` is not a subsequence. -Be mindful about slicing or concatenating arrays in your code. Typically, slicing and concatenating arrays require O(n) time. Use start and end indices to demarcate a subarray/range where possible. +## Time complexity -Sometimes you can traverse the array from the right rather than from the left. +| Operation | Big-O | Note | +| --- | --- | --- | +| Access | O(1) | | +| Search | O(n) | | +| Search (sorted array) | O(log(n)) | | +| Insert | O(n) | Insertion would require shifting all the subsequent elements to the right by one and that takes O(n) | +| Insert (at the end) | O(1) | Special case of insertion where no other element needs to be shifted | +| Remove | O(n) | Removal would require shifting all the subsequent elements to the left by one and that takes O(n) | +| Remove (at the end) | O(1) | Special case of removal where no other element needs to be shifted | -Master the [sliding window technique](https://discuss.leetcode.com/topic/30941/here-is-a-10-line-template-that-can-solve-most-substring-problems) that applies to many subarray problems. +## Things to look out for during interviews -When you are given two arrays to process, it is common to have one index per array (pointer) to traverse/compare the both of them. For example, we use the same approach to merge two sorted arrays. +- Clarify if there are duplicate values in the array. Would the presence of duplicate values affect the answer? Does it make the question simpler or harder? +- When using an index to iterate through array elements, be careful not to go out of bounds. +- Be mindful about slicing or concatenating arrays in your code. Typically, slicing and concatenating arrays would take O(n) time. Use start and end indices to demarcate a subarray/range where possible. ## Corner cases - Empty sequence - Sequence with 1 or 2 elements - Sequence with repeated elements +- Duplicated values in the sequence + +## Techniques + +Note that because both arrays and strings are sequences (a string is an array of characters), most of the techniques here will apply to string problems. + +### Sliding window + +Master the [sliding window technique](https://discuss.leetcode.com/topic/30941/here-is-a-10-line-template-that-can-solve-most-substring-problems) that applies to many subarray/substring problems. In a sliding window, the two pointers usually move in the same direction will never overtake each other. This ensures that each value is only visited at most twice and the time complexity is still O(n). Examples: [Longest Substring Without Repeating Characters](https://leetcode.com/problems/longest-substring-without-repeating-characters/), [Minimum Size Subarray Sum](https://leetcode.com/problems/minimum-size-subarray-sum/), [Minimum Window Substring](https://leetcode.com/problems/minimum-window-substring/) + +### Two pointers + +Two pointers is a more general version of sliding window where the pointers can cross each other and can be on different arrays. Examples: [Sort Colors](https://leetcode.com/problems/sort-colors/), [Palindromic Substrings](https://leetcode.com/problems/palindromic-substrings/) + +When you are given two arrays to process, it is common to have one index per array (pointer) to traverse/compare the both of them, incrementing one of the pointers when relevant. For example, we use this approach to merge two sorted arrays. Examples: [Merge Sorted Array](https://leetcode.com/problems/merge-sorted-array/) + +### Traversing from the right + +Sometimes you can traverse the array starting from the right instead of the conventional approach of from the left. Examples: [Daily Temperatures](https://leetcode.com/problems/daily-temperatures/), [Number of Visible People in a Queue](https://leetcode.com/problems/number-of-visible-people-in-a-queue/) + +### Sorting the array + +Is the array sorted or partially sorted? If it is, some form of binary search should be possible. This also usually means that the interviewer is looking for a solution that is faster than O(n). -## Recommended LeetCode questions +Can you sort the array? Sometimes sorting the array first may significantly simplify the problem. Obviously this would not work if the order of array elements need to be preserved. Examples: [Merge Intervals](https://leetcode.com/problems/merge-intervals/), [Non-overlapping Intervals](https://leetcode.com/problems/non-overlapping-intervals/) + +### Precomputation + +For questions where summation or multiplication of a subarray is involved, pre-computation using hashing or a prefix/suffix sum/product might be useful. Examples: [Product of Array Except Self](https://leetcode.com/problems/product-of-array-except-self/), [Minimum Size Subarray Sum](https://leetcode.com/problems/minimum-size-subarray-sum/), [LeetCode questions tagged "prefix-sum"](https://leetcode.com/tag/prefix-sum/) + +### Index as a hash key + +If you are given a sequence and the interviewer asks for O(1) space, it might be possible to use the array itself as a hash table. For example, if the array only has values from 1 to N, where N is the length of the array, negate the value at that index (minus one) to indicate presence of that number. Examples: [First Missing Positive](https://leetcode.com/problems/first-missing-positive/), [Daily Temperatures](https://leetcode.com/problems/daily-temperatures/) + +### Traversing the array more than once + +This might be obvious, but traversing the array twice/thrice (as long as fewer than n times) is still O(n). Sometimes traversing the array more than once can help you solve the problem while keeping the time complexity to O(n). + +## Essential questions + +_These are essential questions to practice if you're studying for this topic._ - [Two Sum](https://leetcode.com/problems/two-sum/) - [Best Time to Buy and Sell Stock](https://leetcode.com/problems/best-time-to-buy-and-sell-stock/) -- [Contains Duplicate](https://leetcode.com/problems/contains-duplicate/) - [Product of Array Except Self](https://leetcode.com/problems/product-of-array-except-self/) - [Maximum Subarray](https://leetcode.com/problems/maximum-subarray/) + +## Recommended practice questions + +_These are recommended questions to practice after you have studied for the topic and have practiced the essential questions._ + +- [Contains Duplicate](https://leetcode.com/problems/contains-duplicate/) - [Maximum Product Subarray](https://leetcode.com/problems/maximum-product-subarray/) -- [Find Minimum in Rotated Sorted Array](https://leetcode.com/problems/find-minimum-in-rotated-sorted-array/) - [Search in Rotated Sorted Array](https://leetcode.com/problems/search-in-rotated-sorted-array/) - [3Sum](https://leetcode.com/problems/3sum/) - [Container With Most Water](https://leetcode.com/problems/container-with-most-water/) - [Sliding Window Maximum](https://leetcode.com/problems/sliding-window-maximum/) + +## Recommended courses + +import AlgorithmCourses from '../\_courses/AlgorithmCourses.md' + + diff --git a/contents/algorithms/binary.md b/contents/algorithms/binary.md index fa4ee73aea..2fb55290ad 100644 --- a/contents/algorithms/binary.md +++ b/contents/algorithms/binary.md @@ -1,34 +1,78 @@ --- id: binary -title: Binary +title: Binary cheatsheet for coding interviews +description: binary study guide for coding interviews, including practice questions, techniques, time complexity, and recommended resources +keywords: + [ + binary coding interview study guide, + binary tips for coding interviews, + binary practice questions, + binary useful techniques, + binary time complexity, + binary recommended study resources, + ] +sidebar_label: Binary +toc_max_heading_level: 2 --- -## Study links + + + -- [Bits, Bytes, Building With Binary](https://medium.com/basecs/bits-bytes-building-with-binary-13cb4289aafa) +## Introduction -## Notes +Knowledge of binary number system and bit manipulation is less important in coding interviews as most Software Engineers do not have to deal with bits, which is more commonly used when dealing with lower level systems and programming languages. They are still asked sometimes, so you should at least still know how to convert a number from decimal form into binary form, and vice versa, in your chosen programming language. -Questions involving binary representations and bitwise operations are asked sometimes and you must be absolutely familiar with how to convert a number from decimal form into binary form (and vice versa) in your chosen programming language. - -Some helpful utility snippets: +## Learning resources -- Test kth bit is set: `num & (1 << k) != 0`. -- Set kth bit: `num |= (1 << k)`. -- Turn off kth bit: `num &= ~(1 << k)`. -- Toggle the kth bit: `num ^= (1 << k)`. -- To check if a number is a power of 2, `(num & num - 1) == 0` or `(num & (-num)) == num`. -- Swapping two variables: `num1 ^= num2; num2 ^= num1; num1 ^= num2` +- Readings + - [Bits, Bytes, Building With Binary](https://medium.com/basecs/bits-bytes-building-with-binary-13cb4289aafa), basecs + - [Bitwise operation](https://en.wikipedia.org/wiki/Bitwise_operation), Wikipedia +- Videos + - [Algorithms: Bit Manipulation](https://www.youtube.com/watch?v=NLKQEOgBAnw), HackerRank +- Practice + - [Practice with bit operations](https://pconrad.github.io/old_pconrad_cs16/topics/bitOps/) ## Corner cases - Be aware and check for overflow/underflow - Negative numbers -## Recommended LeetCode questions +## Techniques + +Questions involving binary representations and bitwise operations are asked sometimes and you must be absolutely familiar with how to convert a number from decimal form into binary form (and vice versa) in your chosen programming language. + +Some helpful utility snippets: + +| Technique | Code | +| --- | --- | +| Test kth bit is set | `num & (1 << k) != 0`. | +| Set kth bit | num |= (1 << k) | +| Turn off kth bit | `num &= ~(1 << k)`. | +| Toggle the kth bit | `num ^= (1 << k)`. | +| Multiply by 2k | `num << k` | +| Divide by 2k | `num >> k` | +| Check if a number is a power of 2 | `(num & num - 1) == 0` or `(num & (-num)) == num` | +| Swapping two variables | `num1 ^= num2; num2 ^= num1; num1 ^= num2` | + +## Essential questions + +_These are essential questions to practice if you're studying for this topic._ - [Sum of Two Integers](https://leetcode.com/problems/sum-of-two-integers/) - [Number of 1 Bits](https://leetcode.com/problems/number-of-1-bits/) + +## Recommended practice questions + +_These are recommended questions to practice after you have studied for the topic and have practiced the essential questions._ + - [Counting Bits](https://leetcode.com/problems/counting-bits/) - [Missing Number](https://leetcode.com/problems/missing-number/) - [Reverse Bits](https://leetcode.com/problems/reverse-bits/) +- [Single Number](https://leetcode.com/problems/single-number/) + +## Recommended courses + +import AlgorithmCourses from '../\_courses/AlgorithmCourses.md' + + diff --git a/contents/algorithms/dynamic-programming.md b/contents/algorithms/dynamic-programming.md index 355d06add5..cf0de19382 100644 --- a/contents/algorithms/dynamic-programming.md +++ b/contents/algorithms/dynamic-programming.md @@ -1,34 +1,67 @@ --- id: dynamic-programming -title: Dynamic programming +title: Dynamic programming cheatsheet for coding interviews +description: Dynamic programming study guide for coding interviews, including practice questions, techniques, time complexity, and recommended resources +keywords: + [ + dynamic programming coding interview study guide, + dynamic programming tips for coding interviews, + dynamic programming practice questions, + dynamic programming useful techniques, + dynamic programming time complexity, + dynamic programming recommended study resources, + ] +sidebar_label: Dynamic programming +toc_max_heading_level: 2 --- -## Study links + + + + +## Introduction + +Dynamic Programming (DP) is usually used to solve optimization problems. The only way to get better at DP is to practice. It takes some amount of practice to be able to recognize that a problem can be solved by DP. + +## Learning resources - [Demystifying Dynamic Programming](https://medium.freecodecamp.org/demystifying-dynamic-programming-3efafb8d4296) - [Dynamic Programming – 7 Steps to Solve any DP Interview Problem](https://dev.to/nikolaotasevic/dynamic-programming--7-steps-to-solve-any-dp-interview-problem-3870) -- [Less Repetition, More Dynamic Programming](https://medium.com/basecs/less-repetition-more-dynamic-programming-43d29830a630) +- [Less Repetition, More Dynamic Programming](https://medium.com/basecs/less-repetition-more-dynamic-programming-43d29830a630), basecs +- [Dynamic Programming](http://www.cs.yale.edu/homes/aspnes/classes/223/notes.html#dynamicProgramming), James Aspnes, Yale University -## Notes - -Dynamic Programming (DP) is usually used to solve optimization problems. The only way to get better at DP is to practice. It takes some amount of practice to be able to recognize that a problem can be solved by DP. +## Techniques Sometimes you do not need to store the whole DP table in memory, the last two values or the last two rows of the matrix will suffice. -## Recommended LeetCode questions +## Essential questions + +_These are essential questions to practice if you're studying for this topic._ -- [0/1 Knapsack or Partition Equal Subset Sum](https://leetcode.com/problems/partition-equal-subset-sum/) - [Climbing Stairs](https://leetcode.com/problems/climbing-stairs/) - [Coin Change](https://leetcode.com/problems/coin-change/) +- [House Robber](https://leetcode.com/problems/house-robber/) - [Longest Increasing Subsequence](https://leetcode.com/problems/longest-increasing-subsequence/) + +## Recommended practice questions + +_These are recommended questions to practice after you have studied for the topic and have practiced the essential questions._ + +- [0/1 Knapsack or Partition Equal Subset Sum](https://leetcode.com/problems/partition-equal-subset-sum/) - [Longest Common Subsequence](https://leetcode.com/problems/longest-common-subsequence/) - [Word Break Problem](https://leetcode.com/problems/word-break/) - [Combination Sum](https://leetcode.com/problems/combination-sum-iv/) -- [House Robber](https://leetcode.com/problems/house-robber/) and [House Robber II](https://leetcode.com/problems/house-robber-ii/) +- [House Robber II](https://leetcode.com/problems/house-robber-ii/) - [Decode Ways](https://leetcode.com/problems/decode-ways/) - [Unique Paths](https://leetcode.com/problems/unique-paths/) - [Jump Game](https://leetcode.com/problems/jump-game/) -## Courses +## Recommended courses + +import AlgorithmCourses from '../\_courses/AlgorithmCourses.md' + +### [Grokking Dynamic Programming Patterns for Coding Interviews](https://designgurus.org/link/kJSIoU?url=https%3A%2F%2Fdesigngurus.org%2Fcourse%3Fcourseid%3Dgrokking-dynamic-programming) + +Brought to you by the same folks behind the famous ["Grokking the Coding Interview"](https://designgurus.org/link/kJSIoU?url=https%3A%2F%2Fdesigngurus.org%2Fcourse%3Fcourseid%3Dgrokking-the-coding-interview), this is one of the rare few courses focused on helping you get better at Dynamic Programming questions. If you are interviewing for companies who are famous for asking Dynamic Programming questions (-cough- Google -cough-), this course should be helpful. -- [Grokking the Dynamic Programming Patterns for Coding Interviews](https://www.educative.io/courses/grokking-dynamic-programming-patterns-for-coding-interviews?aff=x23W) + diff --git a/contents/algorithms/geometry.md b/contents/algorithms/geometry.md index 29da24f477..477be1eae6 100644 --- a/contents/algorithms/geometry.md +++ b/contents/algorithms/geometry.md @@ -1,17 +1,79 @@ --- id: geometry -title: Geometry +title: Geometry cheatsheet for coding interviews +description: Geometry study guide for coding interviews, including practice questions, techniques, time complexity, and recommended resources +keywords: + [ + geometry coding interview study guide, + geometry tips for coding interviews, + geometry practice questions, + geometry useful techniques, + geometry time complexity, + geometry recommended study resources, + ] +sidebar_label: Geometry +toc_max_heading_level: 2 --- -## Notes + + + -When comparing euclidean distance between two pairs of points, using dx2 + dy2 is sufficient. It is unnecessary to square root the value. +## Introduction + +Geometry is a branch of mathematics that is concerned with properties of space that are related with distance, shape, size, and relative position of figures. Advanced geometry (e.g. 3D geometry) is not taught in most Computer Science courses, so you can expect that you will only be asked on 2D geometry. + +In algorithm interviews, geometry is usually not be the focus of the problem (you're not being evaluated on mathematics after all). You typically have to use other algorithms and/or data structures in the problem. + +## Corner cases + +- Zero values. This always gets people. + +## Techniques + +### Distance between two points + +When comparing the between two points, using dx2 + dy2 is sufficient. It is unnecessary to square root the value. Examples: [K Closest Points to Origin](https://leetcode.com/problems/k-closest-points-to-origin/) + +### Overlapping circles To find out if two circles overlap, check that the distance between the two centers of the circles is less than the sum of their radii. +### Overlapping rectangles + +Two rectangles overlap if the following is true: + +```py +overlap = rect_a.left < rect_b.right and \ + rect_a.right > rect_b.left and \ + rect_a.top > rect_b.bottom and \ + rect_a.bottom < rect_b.top +``` + +Here's a [nice visualization](https://silentmatt.com/rectangle-intersection/). Examples: [Rectangle Overlap](https://leetcode.com/problems/rectangle-overlap/) + ## Sample questions - You have a plane with lots of rectangles on it, find out how many of them intersect. - Which data structure would you use to query the k-nearest points of a set on a 2D plane? - Given many points, find k points that are closest to the origin. - How would you triangulate a polygon? + +## Essential questions + +_These are essential questions to practice if you're studying for this topic._ + +- [Rectangle Overlap](https://leetcode.com/problems/rectangle-overlap/) + +## Recommended practice questions + +_These are recommended questions to practice after you have studied for the topic and have practiced the essential questions._ + +- [K Closest Points to Origin](https://leetcode.com/problems/k-closest-points-to-origin/) +- [Rectangle Area](https://leetcode.com/problems/rectangle-area/) + +## Recommended courses + +import AlgorithmCourses from '../\_courses/AlgorithmCourses.md' + + diff --git a/contents/algorithms/graph.md b/contents/algorithms/graph.md index 7215f1e576..d496e5a15e 100644 --- a/contents/algorithms/graph.md +++ b/contents/algorithms/graph.md @@ -1,39 +1,94 @@ --- id: graph -title: Graph +title: Graph cheatsheet for coding interviews +description: Graph study guide for coding interviews, including practice questions, techniques, time complexity, and recommended resources +keywords: + [ + graph coding interview study guide, + graph tips for coding interviews, + graph practice questions, + graph useful techniques, + graph time complexity, + graph recommended study resources, + ] +sidebar_label: Graph +toc_max_heading_level: 2 --- -## Study links + + + -- [From Theory To Practice: Representing Graphs](https://medium.com/basecs/from-theory-to-practice-representing-graphs-cfd782c5be38) -- [Deep Dive Through A Graph: DFS Traversal](https://medium.com/basecs/deep-dive-through-a-graph-dfs-traversal-8177df5d0f13) -- [Going Broad In A Graph: BFS Traversal](https://medium.com/basecs/going-broad-in-a-graph-bfs-traversal-959bd1a09255) +## Introduction -## Notes +A graph is a structure containing a set of objects (nodes or vertices) where there can be edges between these nodes/vertices. Edges can be directed or undirected and can optionally have values (a weighted graph). Trees are undirected graphs in which any two vertices are connected by exactly one edge and there can be no cycles in the graph. + +Graphs are commonly used to model relationship between unordered entities, such as + +- Friendship between people - Each node is a person and edges between nodes represent that these two people are friends. +- Distances between locations - Each node is a location and the edge between nodes represent that these locations are connected. The value of the edge represent the distance. Be familiar with the various graph representations, graph search algorithms and their time and space complexities. -You can be given a list of edges and tasked to build your own graph from the edges to perform a traversal on. The common graph representations are: +## Learning resources + +- Readings + - [From Theory To Practice: Representing Graphs](https://medium.com/basecs/from-theory-to-practice-representing-graphs-cfd782c5be38), basecs + - [Deep Dive Through A Graph: DFS Traversal](https://medium.com/basecs/deep-dive-through-a-graph-dfs-traversal-8177df5d0f13), basecs + - [Going Broad In A Graph: BFS Traversal](https://medium.com/basecs/going-broad-in-a-graph-bfs-traversal-959bd1a09255), basecs +- Additional (only if you have time) + - [Finding The Shortest Path, With A Little Help From Dijkstra](https://medium.com/basecs/finding-the-shortest-path-with-a-little-help-from-dijkstra-613149fbdc8e), basecs + - [Spinning Around In Cycles With Directed Acyclic Graphs](https://medium.com/basecs/spinning-around-in-cycles-with-directed-acyclic-graphs-a233496d4688), basecs + +## Graph representations + +You can be given a list of edges and you have to build your own graph from the edges so that you can perform a traversal on them. The common graph representations are: + +- Adjacency matrix +- Adjacency list +- Hash table of hash tables + +Using a hash table of hash table would be the simplest approach during algorithm interviews. It will be rare that you have to use adjacency matrix or list for graph questions during interviews. + +In algorithm interviews, graphs are commonly given in the input as 2D matrices where cells are the nodes and each cell can traverse to its adjacent cells (up/down/left/right). Hence it is important that you be familiar with traversing a 2D matrix. When traversing the matrix, always ensure that your current position is within the boundary of the matrix and has not been visited before. + +## Time complexity + +`|V|` is the number of vertices while `|E|` is the number of edges. -- Adjacency matrix. -- Adjacency list. -- Hashmap of hashmaps. +| Algorithm | Big-O | +| -------------------- | -------------------------------- | +| Depth-first search | O(|V| + |E|) | +| Breadth-first search | O(|V| + |E|) | +| Topological sort | O(|V| + |E|) | -A tree-like diagram could very well be a graph that allows for cycles and a naive recursive solution would not work. In that case you will have to handle cycles and keep a set of visited nodes when traversing. +## Things to look out for during interviews + +- A tree-like diagram could very well be a graph that allows for cycles and a naive recursive solution would not work. In that case you will have to handle cycles and keep a set of visited nodes when traversing. +- Ensure you are correctly keeping track of visited nodes and not visiting each node more than once. Otherwise your code could end up in an infinite loop. + +## Corner cases + +- Empty graph +- Graph with one or two nodes +- Disjoint graphs +- Graph with cycles ## Graph search algorithms - **Common** - Breadth-first Search, Depth-first Search - **Uncommon** - Topological Sort, Dijkstra's algorithm -- **Rare** - Bellman-Ford algorithm, Floyd-Warshall algorithm, Prim's algorithm, Kruskal's algorithm +- **Almost never** - Bellman-Ford algorithm, Floyd-Warshall algorithm, Prim's algorithm, Kruskal's algorithm. Your interviewer likely don't know them either. -In coding interviews, graphs are commonly represented as 2-D matrices where cells are the nodes and each cell can traverse to its adjacent cells (up/down/left/right). Hence it is important that you be familiar with traversing a 2-D matrix. When traversing the matrix, always ensure that your current position is within the boundary of the matrix and has not been visited before. +### Depth-first search + +Depth-first search is a graph traversal algorithm which explores as far as possible along each branch before backtracking. A stack is usually used to keep track of the nodes that are on the current search path. This can be done either by an implicit [recursion](./recursion.md) stack, or an actual [stack](./stack.md) data structure. A simple template for doing depth-first searches on a matrix goes like this: ```py def dfs(matrix): - # Check for an empty graph. + # Check for an empty matrix/graph. if not matrix: return [] @@ -50,7 +105,7 @@ def dfs(matrix): for direction in directions: next_i, next_j = i + direction[0], j + direction[1] if 0 <= next_i < rows and 0 <= next_j < cols: - # Add in your question-specific checks. + # Add in question-specific checks, where relevant. traverse(next_i, next_j) for i in range(rows): @@ -58,13 +113,17 @@ def dfs(matrix): traverse(i, j) ``` -A similar template for doing breadth-first searches on the matrix goes like this: +### Breadth-first search + +Breadth-first search is a graph traversal algorithm which starts at a node and explores all nodes at the present depth, before moving on to the nodes at the next depth level. A [queue](./queue.md) is usually used to keep track of the nodes that were encountered but not yet explored. + +A similar template for doing breadth-first searches on the matrix goes like this. It is important to use double-ended queues and not arrays/Python lists as enqueuing for double-ended queues is O(1) but it's O(n) for arrays. ```py from collections import deque def bfs(matrix): - # Check for an empty graph. + # Check for an empty matrix/graph. if not matrix: return [] @@ -82,7 +141,7 @@ def bfs(matrix): for direction in directions: next_i, next_j = curr_i + direction[0], curr_j + direction[1] if 0 <= next_i < rows and 0 <= next_j < cols: - # Add in your question-specific checks. + # Add in question-specific checks, where relevant. queue.append((next_i, next_j)) for i in range(rows): @@ -90,28 +149,75 @@ def bfs(matrix): traverse(i, j) ``` -:::note +:::info -While DFS is implemented using recursion in this sample, it could also be implemented iteratively similar to BFS. The key difference between the algorithms lies in the underlying data structure (BFS uses a queue while DFS uses a stack). The `deque` class in Python can function as both a stack and a queue +While DFS is implemented using recursion in this sample, it could also be implemented iteratively similar to BFS. The key difference between the algorithms lies in the underlying data structure (BFS uses a queue while DFS uses a stack). The `deque` class in Python can function as both a stack and a queue. ::: For additional tips on BFS and DFS, you can refer to this [LeetCode post](https://leetcode.com/problems/pacific-atlantic-water-flow/discuss/90774/Python-solution-with-detailed-explanation) -## Corner cases +### Topological sorting -- Empty graph -- Graph with one or two nodes -- Disjoint graphs -- Graph with cycles +A topological sort or topological ordering of a directed graph is a linear ordering of its vertices such that for every directed edge uv from vertex u to vertex v, u comes before v in the ordering. Precisely, a topological sort is a graph traversal in which each node v is visited only after all its dependencies are visited. + +Topological sorting is most commonly used for job scheduling a sequence of jobs or tasks which has dependencies on other jobs/tasks. The jobs are represented by vertices, and there is an edge from x to y if job x must be completed before job y can be started. + +Another example is taking courses in university where courses have pre-requisites. -## Recommended LeetCode questions +Here's an example where the edges is an array of two-value tuples and the first value depends on the second value. + +```py +def graph_topo_sort(num_nodes, edges): + from collections import deque + nodes, order, queue = {}, [], deque() + for node_id in range(num_nodes): + nodes[node_id] = { 'in': 0, 'out': set() } + for node_id, pre_id in edges: + nodes[node_id]['in'] += 1 + nodes[pre_id]['out'].add(node_id) + for node_id in nodes.keys(): + if nodes[node_id]['in'] == 0: + queue.append(node_id) + while len(queue): + node_id = queue.pop() + for outgoing_id in nodes[node_id]['out']: + nodes[outgoing_id]['in'] -= 1 + if nodes[outgoing_id]['in'] == 0: + queue.append(outgoing_id) + order.append(node_id) + return order if len(order) == num_nodes else None + +print(graph_topo_sort(4, [[0, 1], [0, 2], [2, 1], [3, 0]])) +# [1, 2, 0, 3] +``` + +## Essential questions + +_These are essential questions to practice if you're studying for this topic._ -- [Clone Graph](https://leetcode.com/problems/clone-graph/) -- [Course Schedule](https://leetcode.com/problems/course-schedule/) -- [Pacific Atlantic Water Flow](https://leetcode.com/problems/pacific-atlantic-water-flow/) - [Number of Islands](https://leetcode.com/problems/number-of-islands/) -- [Longest Consecutive Sequence](https://leetcode.com/problems/longest-consecutive-sequence/) -- [Alien Dictionary (LeetCode Premium)](https://leetcode.com/problems/alien-dictionary/) -- [Graph Valid Tree (LeetCode Premium)](https://leetcode.com/problems/graph-valid-tree/) -- [Number of Connected Components in an Undirected Graph (LeetCode Premium)](https://leetcode.com/problems/number-of-connected-components-in-an-undirected-graph/) +- [Flood Fill](https://leetcode.com/problems/flood-fill) +- [01 Matrix](https://leetcode.com/problems/01-matrix/) + +## Recommended practice questions + +_These are recommended questions to practice after you have studied for the topic and have practiced the essential questions._ + +- Breadth-first search + - [Rotting Oranges](https://leetcode.com/problems/rotting-oranges/) + - [Minimum Knight Moves (LeetCode Premium)](https://leetcode.com/problems/minimum-knight-moves) +- Either search + - [Clone Graph](https://leetcode.com/problems/clone-graph/) + - [Pacific Atlantic Water Flow](https://leetcode.com/problems/pacific-atlantic-water-flow/) + - [Number of Connected Components in an Undirected Graph (LeetCode Premium)](https://leetcode.com/problems/number-of-connected-components-in-an-undirected-graph/) + - [Graph Valid Tree (LeetCode Premium)](https://leetcode.com/problems/graph-valid-tree/) +- Topological sorting + - [Course Schedule](https://leetcode.com/problems/course-schedule/) + - [Alien Dictionary (LeetCode Premium)](https://leetcode.com/problems/alien-dictionary/) + +## Recommended courses + +import AlgorithmCourses from '../\_courses/AlgorithmCourses.md' + + diff --git a/contents/algorithms/hash-table.md b/contents/algorithms/hash-table.md index c5905c637b..d7f784b377 100644 --- a/contents/algorithms/hash-table.md +++ b/contents/algorithms/hash-table.md @@ -1,10 +1,87 @@ --- id: hash-table -title: Hash Table +title: Hash table cheatsheet for coding interviews +description: Hash table study guide for coding interviews, including practice questions, techniques, time complexity, and recommended resources +keywords: + [ + hash table coding interview study guide, + hash table tips for coding interviews, + hash table practice questions, + hash table useful techniques, + hash table time complexity, + hash table recommended study resources, + ] +sidebar_label: Hash table +toc_max_heading_level: 2 --- + + + + +## Introduction + +A hash table (commonly referred to as hash map) is a data structure that implements an associative array abstract data type, a structure that can map keys to values. A hash table uses a hash function on an element to compute an index, also called a hash code, into an array of buckets or slots, from which the desired value can be found. During lookup, the key is hashed and the resulting hash indicates where the corresponding value is stored. + +Hashing is the most common example of a space-time tradeoff. Instead of linearly searching an array every time to determine if an element is present, which takes O(n) time, we can traverse the array once and hash all the elements into a hash table. Determining if the element is present is a simple matter of hashing the element and seeing if it exists in the hash table, which is O(1) on average. + +In the case of hash collisions, there are a number of collision resolution techniques that can be used. You will unlikely be asked about details of collision resolution techniques in interviews: + +- **Separate chaining** - A linked list is used for each value, so that it stores all the collided items. +- **Open addressing** - All entry records are stored in the bucket array itself. When a new entry has to be inserted, the buckets are examined, starting with the hashed-to slot and proceeding in some probe sequence, until an unoccupied slot is found. + +## Learning resources + +- Readings + - [Taking Hash Tables Off The Shelf](https://medium.com/basecs/taking-hash-tables-off-the-shelf-139cbf4752f0), basecs + - [Hashing Out Hash Functions](https://medium.com/basecs/hashing-out-hash-functions-ea5dd8beb4dd), basecs +- Videos + - [Core: Hash Tables](https://www.coursera.org/lecture/data-structures-optimizing-performance/core-hash-tables-m7UuP), University of California San Diego + +## Implementations + +| Language | API | +| --- | --- | +| C++ | [`std::unordered_map`](https://docs.microsoft.com/en-us/cpp/standard-library/unordered-map) | +| Java | [`java.util.Map`](https://docs.oracle.com/javase/10/docs/api/java/util/Map.html). Use [`java.util.HashMap`](https://docs.oracle.com/javase/10/docs/api/java/util/HashMap.html) or [`java.util.TreeMap`](https://docs.oracle.com/javase/10/docs/api/java/util/TreeMap.html) (preferred) | +| Python | [`dict`](https://docs.python.org/3/tutorial/datastructures.html#dictionaries) | +| JavaScript | [`Object`](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Object) or [`Map`](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Map) | + +## Time complexity + +| Operation | Big-O | Note | +| --------- | ------ | ---------------------------------------------------- | +| Access | N/A | Accessing not possible as the hash code is not known | +| Search | O(1)\* | | +| Insert | O(1)\* | | +| Remove | O(1)\* | | + +_\* This is the average case, but in interviews we only care about the average case for hash tables._ + ## Sample questions - Describe an implementation of a least-used cache, and big-O notation of it. - A question involving an API's integration with hash map where the buckets of hash map are made up of linked lists. -- Implement data structure `Map` storing pairs of integers (key, value) and define following member functions in O(1) runtime: `void insert(key, value)`, `void delete(key)`, `int get(key)`, `int getRandomKey()`. [(Solution)](http://blog.gainlo.co/index.php/2016/08/14/uber-interview-question-map-implementation/) + +## Essential questions + +_These are essential questions to practice if you're studying for this topic._ + +- [Two Sum](https://leetcode.com/problems/two-sum) +- [Ransom Note](https://leetcode.com/problems/ransom-note) + +## Recommended practice questions + +_These are recommended questions to practice after you have studied for the topic and have practiced the essential questions._ + +- [Group Anagrams](https://leetcode.com/problems/group-anagrams/) +- [Insert Delete GetRandom O(1)](https://leetcode.com/problems/insert-delete-getrandom-o1/) +- [First Missing Positive](https://leetcode.com/problems/first-missing-positive/) +- [LRU Cache](https://leetcode.com/problems/lru-cache/) +- [All O one Data Structure](https://leetcode.com/problems/all-oone-data-structure/) + +## Recommended courses + +import AlgorithmCourses from '../\_courses/AlgorithmCourses.md' + + diff --git a/contents/algorithms/heap.md b/contents/algorithms/heap.md index 5e6ed3da56..8a1994607b 100644 --- a/contents/algorithms/heap.md +++ b/contents/algorithms/heap.md @@ -1,20 +1,81 @@ --- id: heap -title: Heap +title: Heap cheatsheet for coding interviews +description: Heap study guide for coding interviews, including practice questions, techniques, time complexity, and recommended resources +keywords: + [ + heap coding interview study guide, + heap tips for coding interviews, + heap practice questions, + heap useful techniques, + heap time complexity, + heap recommended study resources, + ] +sidebar_label: Heap +toc_max_heading_level: 2 --- -## Study links + + + -- [Learning to Love Heaps](https://medium.com/basecs/learning-to-love-heaps-cef2b273a238) +## Introduction -## Notes +A heap is a specialized tree-based data structure which is a complete tree that satisfies the heap property. + +- Max heap - In a max heap the value of a node must be greatest among the node values in its entire subtree. The same property must be recursively true for all nodes in the tree. +- Min heap - In a min heap the value of a node must be smallest among the node values in its entire subtree. The same property must be recursively true for all nodes in the tree. + +In the context of algorithm interviews, heaps and priority queues can be treated as the same data structure. A heap is a useful data structure when it is necessary to repeatedly remove the object with the highest (or lowest) priority, or when insertions need to be interspersed with removals of the root node. + +## Learning resources + +- [Learning to Love Heaps](https://medium.com/basecs/learning-to-love-heaps-cef2b273a238), basecs +- [Heapify All The Things With Heap Sort](https://medium.com/basecs/heapify-all-the-things-with-heap-sort-55ee1c93af82), basecs +- [Heaps](http://www.cs.yale.edu/homes/aspnes/classes/223/notes.html#heaps), James Aspnes, Yale University + +## Implementations + +| Language | API | +| --- | --- | +| C++ | [`std::priority_queue`](https://docs.microsoft.com/en-us/cpp/standard-library/priority-queue-class) | +| Java | [`java.util.PriorityQueue`](https://docs.oracle.com/javase/10/docs/api/java/util/PriorityQueue.html) | +| Python | [`heapq`](https://docs.python.org/library/heapq.html) | +| JavaScript | N/A | + +## Time complexity + +| Operation | Big-O | +| ------------------------------------------------------ | --------- | +| Find max/min | O(1) | +| Insert | O(log(n)) | +| Remove | O(log(n)) | +| Heapify (create a heap out of given array of elements) | O(n) | + +## Techniques + +### Mention of `k` If you see a top or lowest _k_ being mentioned in the question, it is usually a signal that a heap can be used to solve the problem, such as in [Top K Frequent Elements](https://leetcode.com/problems/top-k-frequent-elements/). -If you require the top _k_ elements use a Min Heap of size _k_. Iterate through each element, pushing it into the heap. Whenever the heap size exceeds _k_, remove the minimum element, that will guarantee that you have the _k_ largest elements. +If you require the top _k_ elements use a Min Heap of size _k_. Iterate through each element, pushing it into the heap (for python `heapq`, invert the value before pushing to find the max). Whenever the heap size exceeds _k_, remove the minimum element, that will guarantee that you have the _k_ largest elements. + +## Essential questions -## Recommended LeetCode questions +_These are essential questions to practice if you're studying for this topic._ - [Merge K Sorted Lists](https://leetcode.com/problems/merge-k-sorted-lists/) +- [K Closest Points to Origin](https://leetcode.com/problems/k-closest-points-to-origin/) + +## Recommended practice questions + +_These are recommended questions to practice after you have studied for the topic and have practiced the essential questions._ + - [Top K Frequent Elements](https://leetcode.com/problems/top-k-frequent-elements/) - [Find Median from Data Stream](https://leetcode.com/problems/find-median-from-data-stream/) + +## Recommended courses + +import AlgorithmCourses from '../\_courses/AlgorithmCourses.md' + + diff --git a/contents/algorithms/interval.md b/contents/algorithms/interval.md index c4c80dd3c8..f3cbb82838 100644 --- a/contents/algorithms/interval.md +++ b/contents/algorithms/interval.md @@ -1,40 +1,86 @@ --- id: interval -title: Interval +title: Interval cheatsheet for coding interviews +description: Interval study guide for coding interviews, including practice questions, techniques, time complexity, and recommended resources +keywords: + [ + interval coding interview study guide, + interval tips for coding interviews, + interval practice questions, + interval useful techniques, + interval time complexity, + interval recommended study resources, + ] +sidebar_label: Interval +toc_max_heading_level: 2 --- -## Notes + + + -Interval questions are questions where you are given an array of two-element arrays (an interval) and the two values represent a start and an end value. Interval questions are considered part of the array family but they involve some common techniques hence they are extracted out to this special section of their own. +## Introduction + +Interval questions are a subset of [array](./array.md) questions where you are given an array of two-element arrays (an interval) and the two values represent a start and an end value. Interval questions are considered part of the array family but they involve some common techniques hence they are extracted out to this special section of their own. An example interval array: `[[1, 2], [4, 7]]`. Interval questions can be tricky to those who have not tried them before because of the sheer number of cases to consider when they overlap. -Do clarify with the interviewer whether `[1, 2]` and `[2, 3]` are considered overlapping intervals as it affects how you will write your equality checks. +## Things to look out for during interviews + +- Clarify with the interviewer whether `[1, 2]` and `[2, 3]` are considered overlapping intervals as it affects how you will write your equality checks. +- Clarify whether an interval of `[a, b]` will strictly follow `a` < `b` (`a` is smaller than `b`) + +## Corner cases + +- No intervals +- Single interval +- Two intervals +- Non-overlapping intervals +- An interval totally consumed within another interval +- Duplicate intervals (exactly the same start and end) +- Intervals which start right where another interval ends - `[[1, 2], [2, 3]]` + +## Techniques + +### Sort the array of intervals by its starting point + +A common routine for interval questions is to sort the array of intervals by each interval's starting value. This step is crucial to solving the [Merge Intervals](https://leetcode.com/problems/merge-intervals/) question. -A common routine for interval questions is to sort the array of intervals by each interval's starting value. +### Checking if two intervals overlap -Be familiar with writing code to check if two intervals overlap and merging two overlapping intervals: +Be familiar with writing code to check if two intervals overlap. ```py def is_overlap(a, b): return a[0] < b[1] and b[0] < a[1] +``` + +### Merging two intervals +```py def merge_overlapping_intervals(a, b): return [min(a[0], b[0]), max(a[1], b[1])] ``` -## Corner cases +## Essential questions -- Single interval -- Non-overlapping intervals -- An interval totally consumed within another interval -- Duplicate intervals +_These are essential questions to practice if you're studying for this topic._ -## Recommended LeetCode questions - -- [Insert Interval](https://leetcode.com/problems/insert-interval/) - [Merge Intervals](https://leetcode.com/problems/merge-intervals/) +- [Insert Interval](https://leetcode.com/problems/insert-interval/) + +## Recommended practice questions + +_These are recommended questions to practice after you have studied for the topic and have practiced the essential questions._ + - [Non-overlapping Intervals](https://leetcode.com/problems/non-overlapping-intervals/) -- [Meeting Rooms (LeetCode Premium)](https://leetcode.com/problems/meeting-rooms/) and [Meeting Rooms II (LeetCode Premium)](https://leetcode.com/problems/meeting-rooms-ii/) +- [Meeting Rooms (LeetCode Premium)](https://leetcode.com/problems/meeting-rooms/) +- [Meeting Rooms II (LeetCode Premium)](https://leetcode.com/problems/meeting-rooms-ii/) + +## Recommended courses + +import AlgorithmCourses from '../\_courses/AlgorithmCourses.md' + + diff --git a/contents/algorithms/linked-list.md b/contents/algorithms/linked-list.md index 9fe156d03f..a27de78969 100644 --- a/contents/algorithms/linked-list.md +++ b/contents/algorithms/linked-list.md @@ -1,48 +1,143 @@ --- id: linked-list -title: Linked list +title: Linked list cheatsheet for coding interviews +description: Linked list study guide for coding interviews, including practice questions, techniques, time complexity, and recommended resources +keywords: + [ + linked list coding interview study guide, + linked list tips for coding interviews, + linked list practice questions, + linked list useful techniques, + linked list time complexity, + linked list recommended study resources, + ] +sidebar_label: Linked list +toc_max_heading_level: 2 --- -## Notes + + + -Like arrays, linked lists are used to represent sequential data. The benefit of linked lists is that insertion and deletion of a node in the list (given its location) is O(1) whereas in arrays the following elements will have to be shifted. +## Introduction -Adding a dummy node at the head and/or tail might help to handle many edge cases where operations have to be performed at the head or the tail. The presence of dummy nodes essentially ensures that operations will never have be done on the head or the tail, thereby removing a lot of headache in writing conditional checks to dealing with null pointers. Be sure to remember to remove them at the end of the operation. +Like arrays, a linked list is used to represent sequential data. It is a linear collection of data elements whose order is not given by their physical placement in memory, as opposed to arrays, where data is stored in sequential blocks of memory. Instead, each element contains an address of the next element. It is a data structure consisting of a collection of nodes which together represent a sequence. -Sometimes linked lists problem can be solved without additional storage. Try to borrow ideas from reverse a linked list problem. +In its most basic form, each node contains: data, and a reference (in other words, a link) to the next node in the sequence. -For deletion in linked lists, you can either modify the node values or change the node pointers. You might need to keep a reference to the previous element. +**Advantages** -For partitioning linked lists, create two separate linked lists and join them back together. +Insertion and deletion of a node in the list (given its location) is O(1) whereas in arrays the following elements will have to be shifted. -Linked lists problems share similarity with array problems, think about how you would do it for an array and try to apply it to a linked list. +**Disadvantages** -Two pointer approaches are also common for linked lists. For example: +Access time is linear because directly accessing elements by its position in the list is not possible (in arrays you can do `arr[4]` for example). You have to traverse from the start. -- Getting the kth from last node - Have two pointers, where one is k nodes ahead of the other. When the node ahead reaches the end, the other node is k nodes behind -- Detecting cycles - Have two pointers, where one pointer increments twice as much as the other, if the two pointers meet, means that there is a cycle -- Getting the middle node - Have two pointers, where one pointer increments twice as much as the other. When the faster node reaches the end of the list, the slower node will be at the middle +## Learning resources + +- Readings + - [What's a Linked List, Anyway? [Part 1]](https://medium.com/basecs/whats-a-linked-list-anyway-part-1-d8b7e6508b9d), basecs + - [What's a Linked List, Anyway? [Part 2]](https://medium.com/basecs/whats-a-linked-list-anyway-part-2-131d96f71996), basecs +- Videos + - [Singly-linked lists](https://www.coursera.org/lecture/data-structures/singly-linked-lists-kHhgK), University of California San Diego + - [Doubly linked lists](https://www.coursera.org/lecture/data-structures/doubly-linked-lists-jpGKD), University of California San Diego + +## Types of linked lists + +### Singly linked list + +A linked list where each node points to the next node and the last node points to `null`. + +### Doubly linked list + +A linked list where each node has two pointers, `next` which points to the next node and `prev` which points to the previous node. The `prev` pointer of the first node and the `next` pointer of the last node point to `null`. + +### Circular linked list -## Common Routines +A singly linked list where the last node points back to the first node. There is a circular doubly linked list variant where the `prev` pointer of the first node points to the last node and the `next` pointer of the last node points to the first node. + +## Implementations + +Out of the common languages, only Java provides a linked list implementation. Thankfully it's easy to write your own linked list regardless of language. + +| Language | API | +| --- | --- | +| C++ | N/A | +| Java | [`java.util.LinkedList`](https://docs.oracle.com/javase/10/docs/api/java/util/LinkedList.html) | +| Python | N/A | +| JavaScript | N/A | + +## Time complexity + +| Operation | Big-O | Note | +| --------- | ----- | ---------------------------------------------------- | +| Access | O(n) | | +| Search | O(n) | | +| Insert | O(1) | Assumes you have traversed to the insertion position | +| Remove | O(1) | Assumes you have traversed to the node to be removed | + +## Common routines Be familiar with the following routines because many linked list questions make use of one or more of these routines in the solution: - Counting the number of nodes in the linked list - Reversing a linked list in-place -- Finding the middle node of the linked list using fast/slow pointers -- Merging two lists together +- Finding the middle node of the linked list using two pointers (fast/slow) +- Merging two linked lists together ## Corner cases +- Empty linked list (head is `null`) - Single node - Two nodes -- Linked list has cycle. **Tip:** Clarify with the interviewer whether there can be a cycle in the list. Usually the answer is no +- Linked list has cycles. **Tip:** Clarify beforehand with the interviewer whether there can be a cycle in the list. Usually the answer is no and you don't have to handle it in the code + +## Techniques + +### Sentinel/dummy nodes + +Adding a sentinel/dummy node at the head and/or tail might help to handle many edge cases where operations have to be performed at the head or the tail. The presence of dummy nodes essentially ensures that operations will never have be done on the head or the tail, thereby removing a lot of headache in writing conditional checks to dealing with null pointers. Be sure to remember to remove them at the end of the operation. -## Recommended LeetCode questions +### Two pointers + +Two pointer approaches are also common for linked lists. This approach is used for many classic linked list problems. + +- Getting the kth from last node - Have two pointers, where one is k nodes ahead of the other. When the node ahead reaches the end, the other node is k nodes behind +- Detecting cycles - Have two pointers, where one pointer increments twice as much as the other, if the two pointers meet, means that there is a cycle +- Getting the middle node - Have two pointers, where one pointer increments twice as much as the other. When the faster node reaches the end of the list, the slower node will be at the middle + +### Using space + +Many linked list problems can be easily solved by creating a new linked list and adding nodes to the new linked list with the final result. However, this takes up extra space and makes the question much less challenging. The interviewer will usually request that you modify the linked list in-place and the solve the problem without additional storage. You can borrow ideas from the [Reverse a Linked List](https://leetcode.com/problems/reverse-linked-list/) problem. + +### Elegant modification operations + +As mentioned earlier, a linked list's non-sequential nature of memory allows for efficient modification of its contents. Unlike arrays where you can only modify the value at a position, for linked lists you can also modify the `next` pointer in addition to the `value`. + +Here are some common operations and how they can be achieved easily: + +- Truncate a list - Set the `next` pointer to `null` at the last element +- Swapping values of nodes - Just like arrays, just swap the value of the two nodes, there's no need to swap the `next` pointer +- Combining two lists - attach the head of the second list to the tail of the first list + +## Essential questions + +_These are essential questions to practice if you're studying for this topic._ - [Reverse a Linked List](https://leetcode.com/problems/reverse-linked-list/) - [Detect Cycle in a Linked List](https://leetcode.com/problems/linked-list-cycle/) + +## Recommended practice questions + +_These are recommended questions to practice after you have studied for the topic and have practiced the essential questions._ + - [Merge Two Sorted Lists](https://leetcode.com/problems/merge-two-sorted-lists/) - [Merge K Sorted Lists](https://leetcode.com/problems/merge-k-sorted-lists/) - [Remove Nth Node From End Of List](https://leetcode.com/problems/remove-nth-node-from-end-of-list/) - [Reorder List](https://leetcode.com/problems/reorder-list/) + +## Recommended courses + +import AlgorithmCourses from '../\_courses/AlgorithmCourses.md' + + diff --git a/contents/algorithms/math.md b/contents/algorithms/math.md index bb9749b0af..780c8cef82 100644 --- a/contents/algorithms/math.md +++ b/contents/algorithms/math.md @@ -1,31 +1,80 @@ --- id: math -title: Math +title: Math cheatsheet for coding interviews +description: Math study guide for coding interviews, including practice questions, techniques, time complexity, and recommended resources +keywords: + [ + math coding interview study guide, + math tips for coding interviews, + math practice questions, + math useful techniques, + math time complexity, + math recommended study resources, + ] +sidebar_label: Math +toc_max_heading_level: 2 --- -## Notes + + + -If code involves division or modulo, remember to check for division or modulo by 0 case. +## Introduction -When a question involves "a multiple of a number", perhaps modulo might be useful. +Math is a foundational aspect of Computer Science and every programmer and computer scientist needs to have basic mathematical knowledge. Thankfully, for the purpose of coding interviews, there usually won't be that much math involved, but some basic math techniques is helpful to know as you may be asked to implement mathematical operations. -Check for and handle overflow/underflow if you are using a typed language like Java and C++. At the very least, mention that overflow/underflow is possible and ask whether you need to handle it. +## Things to look out for during interviews -Consider negative numbers and floating point numbers. This may sound obvious, but under interview pressure, many obvious cases go unnoticed. +- If code involves division or modulo, remember to check for division or modulo by 0 case. +- Check for and handle overflow/underflow if you are using a typed language like Java and C++. At the very least, mention that overflow/underflow is possible and ask whether you need to handle it. +- Consider negative numbers and floating point numbers. This may sound obvious, but under interview pressure, many obvious cases go unnoticed. -When dealing with floating point numbers, take note of rounding mistakes. Consider using epsilon comparisons instead of equality checks. E.g. `abs(x - y) <= 10e7` instead of `x == y`). +## Common formulas -If the question asks to implement an operator such as power, squareroot or division and want it to be faster than O(n), binary search is usually the approach to go. +| | Formula | +| --- | --- | +| Check if a number is even | `num % 2 == 0` | +| Sum of 1 to N | 1 + 2 + ... + (N - 1) + N = (N+1) \* N/2 | +| Sum of Geometric Progression | 20 + 21 + 22 + 23 + ... 2n = 2n+1 - 1 | +| Permutations of N | N! / (N-K)! | +| Combinations of N | N! / (K! \* (N-K)!) | -#### Some common formulas: +## Techniques -- Sum of 1 to N = (n+1) \* n/2 -- Sum of GP = 20 + 21 + 22 + 23 + ... 2n = 2n+1 - 1 -- Permutations of N = N! / (N-K)! -- Combinations of N = N! / (K! \* (N-K)!) +### Multiples of a number -## Recommended LeetCode questions +When a question involves "whether a number is a multiple of X", the modulo operator would be useful. + +### Comparing floats + +When dealing with floating point numbers, take note of rounding mistakes. Consider using epsilon comparisons instead of equality checks. E.g. `abs(x - y) <= 1e-6` instead of `x == y`. + +### Fast operators + +If the question asks you to implement an operator such as power, square root or division and want it to be faster than O(n), some sort of doubling (fast exponentiation) or halving (binary search) is usually the approach to go. Examples: [Pow(x, n)](https://leetcode.com/problems/powx-n/), [Sqrt(x)](https://leetcode.com/problems/sqrtx/) + +## Corner cases + +- Division by 0 +- Multiplication by 1 +- Negative numbers +- Floats + +## Essential questions + +_These are essential questions to practice if you're studying for this topic._ - [Pow(x, n)](https://leetcode.com/problems/powx-n/) - [Sqrt(x)](https://leetcode.com/problems/sqrtx/) + +## Recommended practice questions + +_These are recommended questions to practice after you have studied for the topic and have practiced the essential questions._ + - [Integer to English Words](https://leetcode.com/problems/integer-to-english-words/) + +## Recommended courses + +import AlgorithmCourses from '../\_courses/AlgorithmCourses.md' + + diff --git a/contents/algorithms/matrix.md b/contents/algorithms/matrix.md index a3b743ede7..321464e332 100644 --- a/contents/algorithms/matrix.md +++ b/contents/algorithms/matrix.md @@ -1,20 +1,60 @@ --- id: matrix -title: Matrix +title: Matrix cheatsheet for coding interviews +description: Matrix study guide for coding interviews, including practice questions, techniques, time complexity, and recommended resources +keywords: + [ + matrix coding interview study guide, + matrix tips for coding interviews, + matrix practice questions, + matrix useful techniques, + matrix time complexity, + matrix recommended study resources, + ] +sidebar_label: Matrix +toc_max_heading_level: 2 --- -## Notes + + + -A matrix is a 2-dimensional array. Questions involving matrices are usually related to dynamic programming or graph traversal. +## Introduction -For questions involving traversal or dynamic programming, you almost always want to make a copy of the matrix with the same dimensions that is initialized to empty values to store the visited state or dynamic programming table. Be familiar with such a routine: +A matrix is a 2-dimensional array. Questions involving matrices are usually related to [dynamic programming](./dynamic-programming.md) or [graph](./graph.md) traversal. + +Matrices can be used to represent graphs where each node is a cell on the matrix which has 4 neighbors (except those cells on the edge and corners). This page will focus on questions which don't use matrix as graphs. Questions which are meant to use the matrix as a graph can be found on the [graph section](./graph.md). + +## Corner cases + +- Empty matrix. Check that none of the arrays are 0 length +- 1 x 1 matrix +- Matrix with only one row or column + +## Techniques + +### Creating an empty N x M matrix + +For questions involving traversal or dynamic programming, you almost always want to make a copy of the matrix with the same size/dimensions that is initialized to empty values to store the visited state or dynamic programming table. Be familiar with such a routine in your language of choice: + +This can be done easily in Python in one line. + +```py +# Assumes that the matrix is non-empty +zero_matrix = [[0 for _ in range(len(matrix[0]))] for _ in range(len(matrix))] +``` + +Copying a matrix in Python is: ```py -rows, cols = len(matrix), len(matrix[0]) -copy = [[0 for _ in range(cols)] for _ in range(rows)] +copied_matrix = [row[:] for row in matrix] ``` -Many grid-based games can be modeled as a matrix, such as Tic-Tac-Toe, Sudoku, Crossword, Connect 4, Battleship, etc. It is not uncommon to be asked to verify the winning condition of the game. For games like Tic-Tac-Toe, Connect 4 and Crosswords, where verification has to be done vertically and horizontally, one trick is to write code to verify the matrix for the horizontal cells, transpose the matrix and reuse the logic for horizontal verification to verify originally vertical cells (which are now horizontal). +### Transposing a matrix + +The transpose of a matrix is found by interchanging its rows into columns or columns into rows. + +Many grid-based games can be modeled as a matrix, such as Tic-Tac-Toe, Sudoku, Crossword, Connect 4, Battleship, etc. It is not uncommon to be asked to verify the winning condition of the game. For games like Tic-Tac-Toe, Connect 4 and Crosswords, where verification has to be done vertically and horizontally, one trick is to write code to verify the matrix for the horizontal cells, transpose the matrix, and reuse the logic for horizontal verification to verify originally vertical cells (which are now horizontal). Transposing a matrix in Python is simply: @@ -22,16 +62,22 @@ Transposing a matrix in Python is simply: transposed_matrix = zip(*matrix) ``` -## Corner cases - -- Empty matrix. Check that none of the arrays are 0 length -- 1 x 1 matrix -- Matrix with only one row or column +## Essential questions -## Recommended LeetCode questions +_These are essential questions to practice if you're studying for this topic._ - [Set Matrix Zeroes](https://leetcode.com/problems/set-matrix-zeroes/) - [Spiral Matrix](https://leetcode.com/problems/spiral-matrix/) + +## Recommended practice questions + +_These are recommended questions to practice after you have studied for the topic and have practiced the essential questions._ + - [Rotate Image](https://leetcode.com/problems/rotate-image/) -- [Word Search](https://leetcode.com/problems/word-search/) - [Valid Sudoku](https://leetcode.com/problems/valid-sudoku/) + +## Recommended courses + +import AlgorithmCourses from '../\_courses/AlgorithmCourses.md' + + diff --git a/contents/algorithms/oop.md b/contents/algorithms/oop.md index 96c7ee2b4a..5958c0a150 100644 --- a/contents/algorithms/oop.md +++ b/contents/algorithms/oop.md @@ -1,6 +1,7 @@ --- id: oop title: Object-oriented programming +toc_max_heading_level: 2 --- ## Sample questions @@ -13,6 +14,6 @@ title: Object-oriented programming - How would you implement an Elevator system? - How would you implement a Parking Lot system? -## Courses +## Recommended courses -- [Grokking the Object Oriented Design Interview](https://www.educative.io/courses/grokking-the-object-oriented-design-interview?aff=x23W) +- [Grokking the Object Oriented Design Interview](https://designgurus.org/link/kJSIoU?url=https%3A%2F%2Fdesigngurus.org%2Fcourse%3Fcourseid%3Dgrokking-the-object-oriented-design-interview) diff --git a/contents/algorithms/permutation.md b/contents/algorithms/permutation.md deleted file mode 100644 index 9e6051e782..0000000000 --- a/contents/algorithms/permutation.md +++ /dev/null @@ -1,16 +0,0 @@ ---- -id: permutation -title: Permutation ---- - -## Sample questions - -- You are given a 7 digit phone number, and you should find all possible letter combinations based on the digit-to-letter mapping on numeric pad and return only the ones that have valid match against a given dictionary of words. -- Give all possible letter combinations from a phone number. -- Generate all subsets of a string. -- Print all possible `N` pairs of balanced parentheses. - - E.g. when `N` is `2`, the function should print `(())` and `()()`. - - E.g. when `N` is `3`, we should get `((()))`, `(()())`, `(())()`, `()(())`, `()()()`. - - [Source](http://blog.gainlo.co/index.php/2016/12/23/uber-interview-questions-permutations-parentheses/) -- Given a list of arrays, return a list of arrays, where each array is a combination of one element in each given array. - - E.g. If the input is `[[1, 2, 3], [4], [5, 6]]`, the output should be `[[1, 4, 5], [1, 4, 6], [2, 4, 5], [2, 4, 6], [3, 4, 5], [3, 4, 6]]`. diff --git a/contents/algorithms/queue.md b/contents/algorithms/queue.md index 0f412848be..a83258b2fa 100644 --- a/contents/algorithms/queue.md +++ b/contents/algorithms/queue.md @@ -1,9 +1,84 @@ --- id: queue -title: Queue +title: Queue cheatsheet for coding interviews +description: Queue study guide for coding interviews, including practice questions, techniques, time complexity, and recommended resources +keywords: + [ + queue coding interview study guide, + queue tips for coding interviews, + queue practice questions, + queue useful techniques, + queue time complexity, + queue recommended study resources, + ] +sidebar_label: Queue +toc_max_heading_level: 2 --- -## Sample questions + + + -- Implement a Queue class from scratch with an existing bug, the bug is that it cannot take more than 5 elements. -- Implement a Queue using two stacks. You may only use the standard `push()`, `pop()`, and `peek()` operations traditionally available to stacks. You do not need to implement the stack yourself (i.e. an array can be used to simulate a stack). +## Introduction + +A queue is a linear collection of elements that are maintained in a sequence and can be modified by the addition of elements at one end of the sequence (**enqueue** operation) and the removal of elements from the other end (**dequeue** operation). Usually, the end of the sequence at which elements are added is called the back, tail, or rear of the queue, and the end at which elements are removed is called the head or front of the queue. As an abstract data type, queues can be implemented using arrays or singly linked lists. + +This behavior is commonly called FIFO (first in, first out). The name "queue" for this type of structure comes from the analogy to people lining up in real life to wait for goods or services. + +Breadth-first search is commonly implemented using queues. + +## Learning resources + +- Readings + - [To Queue Or Not To Queue](https://medium.com/basecs/to-queue-or-not-to-queue-2653bcde5b04), basecs +- Videos + - [Queues](https://www.coursera.org/lecture/data-structures/queues-EShpq), University of California San Diego + +## Implementations + +| Language | API | +| --- | --- | +| C++ | [`std::queue`](https://docs.microsoft.com/en-us/cpp/standard-library/queue-class) | +| Java | [`java.util.Queue`](https://docs.oracle.com/javase/10/docs/api/java/util/Queue.html).Use [`java.util.ArrayDeque`](https://docs.oracle.com/javase/10/docs/api/java/util/ArrayDeque.html) | +| Python | [`queue`](https://docs.python.org/3/library/queue.html) | +| JavaScript | N/A | + +## Time complexity + +| Operation | Big-O | +| ------------- | ----- | +| Enqueue/Offer | O(1) | +| Dequeue/Poll | O(1) | +| Front | O(1) | +| Back | O(1) | +| isEmpty | O(1) | + +## Things to look out for during interviews + +Most languages don't have a built in Queue class which to be used, and candidates often use arrays (JavaScript) or lists (Python) as a queue. However, note that the enqueue operation in such a scenario will be O(n) because it requires shifting of all other elements by one. In such cases, you can flag this to the interviewer and say that you assume that there's a queue data structure to use which has an efficient enqueue operation. + +## Corner cases + +- Empty queue +- Queue with one item +- Queue with two items + +## Essential questions + +_These are essential questions to practice if you're studying for this topic._ + +- [Implement Stack using Queues](https://leetcode.com/problems/implement-stack-using-queues) + +## Recommended practice questions + +_These are recommended questions to practice after you have studied for the topic and have practiced the essential questions._ + +- [Implement Queue using Stacks](https://leetcode.com/problems/implement-queue-using-stacks) +- [Design Circular Queue](https://leetcode.com/problems/design-circular-queue) +- [Design Hit Counter (LeetCode Premium)](https://leetcode.com/problems/design-hit-counter) + +## Recommended courses + +import AlgorithmCourses from '../\_courses/AlgorithmCourses.md' + + diff --git a/contents/algorithms/recursion.md b/contents/algorithms/recursion.md index 378da71d16..34cb1659b4 100644 --- a/contents/algorithms/recursion.md +++ b/contents/algorithms/recursion.md @@ -1,17 +1,95 @@ --- id: recursion -title: Recursion +title: Recursion cheatsheet for coding interviews +description: Recursion study guide for coding interviews, including practice questions, techniques, time complexity, and recommended resources +keywords: + [ + recursion coding interview study guide, + recursion tips for coding interviews, + recursion practice questions, + recursion useful techniques, + recursion time complexity, + recursion recommended study resources, + ] +sidebar_label: Recursion +toc_max_heading_level: 2 --- -## Notes + + + -Recursion is useful for permutation, because it generates all combinations and tree-based questions. You should know how to generate all permutations of a sequence as well as how to handle duplicates. +## Introduction -Remember to always define a base case so that your recursion will end. +Recursion is a method of solving a computational problem where the solution depends on solutions to smaller instances of the same problem. -Recursion implicitly uses a stack. Hence all recursive approaches can be rewritten iteratively using a stack. Beware of cases where the recursion level goes too deep and causes a stack overflow (the default limit in Python is 1000). You may get bonus points for pointing this out to the interviewer. Recursion will never be O(1) space complexity because a stack is involved, unless there is [tail-call optimization](https://stackoverflow.com/questions/310974/what-is-tail-call-optimization) (TCO). Find out if your chosen language supports TCO. +All recursive functions contains two parts: -## Recommended LeetCode questions +1. A base case (or cases) defined, which defines when the recursion is stopped - otherwise it will go on forever! +1. Breaking down the problem into smaller subproblems and invoking the recursive call -- [Subsets](https://leetcode.com/problems/subsets/) and [Subsets II](https://leetcode.com/problems/subsets-ii/) +One of the most common example of recursion is the Fibonacci sequence. + +- Base cases: `fib(0) = 0` and `fib(1) = 1` +- Recurrence relation: `fib(i) = fib(i-1) + fib(i-2)` + +```py +def fib(n): + if n <= 1: + return n + return fib(n - 1) + fib(n - 2) +``` + +Many algorithms relevant in coding interviews make heavy use of recursion - binary search, merge sort, tree traversal, depth-first search, etc. In this article, we focus on questions which use recursion but aren't part of other well known algorithms. + +## Learning resources + +- Readings + - [Recursion](https://www.cs.utah.edu/~germain/PPS/Topics/recursion.html), University of Utah +- Videos + - [Tail Recursion](https://www.coursera.org/lecture/programming-languages/tail-recursion-YZic1), University of Washington + + + +## Things to look out for during interviews + +- Always remember to always define a base case so that your recursion will end. +- Recursion is useful for permutation, because it generates all combinations and tree-based questions. You should know how to generate all permutations of a sequence as well as how to handle duplicates. +- Recursion implicitly uses a stack. Hence all recursive approaches can be rewritten iteratively using a stack. Beware of cases where the recursion level goes too deep and causes a stack overflow (the default limit in Python is 1000). You may get bonus points for pointing this out to the interviewer. Recursion will never be O(1) space complexity because a stack is involved, unless there is [tail-call optimization](https://stackoverflow.com/questions/310974/what-is-tail-call-optimization) (TCO). Find out if your chosen language supports TCO. +- Number of base cases - In the fibonacci example above, note that one of our recursive calls invoke `fib(n - 2)`. This indicates that you should have 2 base cases defined so that your code covers all possible invocations of the function within the input range. If your recursive function only invokes `fn(n - 1)`, then only one base case is needed + +## Corner cases + +- `n = 0` +- `n = 1` +- Make sure you have enough base cases to cover all possible invocations of the recursive function + +## Techniques + +### Memoization + +In some cases, you may be computing the result for previously computed inputs. Let's look at the Fibonacci example again. `fib(5)` calls `fib(4)` and `fib(3)`, and `fib(4)` calls `fib(3)` and `fib(2)`. `fib(3)` is being called twice! If the value for `fib(3)` is memoized and used again, that greatly improves the efficiency of the algorithm and the time complexity becomes O(n). + +## Essential questions + +_These are essential questions to practice if you're studying for this topic._ + +- [Generate Parentheses](https://leetcode.com/problems/generate-parentheses/) +- [Combinations](https://leetcode.com/problems/combinations/) +- [Subsets](https://leetcode.com/problems/subsets/) + +## Recommended practice questions + +_These are recommended questions to practice after you have studied for the topic and have practiced the essential questions._ + +- [Letter Combinations of a Phone Number](https://leetcode.com/problems/letter-combinations-of-a-phone-number/) +- [Subsets II](https://leetcode.com/problems/subsets-ii/) +- [Permutations](https://leetcode.com/problems/permutations/) +- [Sudoku Solver](https://leetcode.com/problems/sudoku-solver/) - [Strobogrammatic Number II (LeetCode Premium)](https://leetcode.com/problems/strobogrammatic-number-ii/) + +## Recommended courses + +import AlgorithmCourses from '../\_courses/AlgorithmCourses.md' + + diff --git a/contents/algorithms/sorting-searching.md b/contents/algorithms/sorting-searching.md index 383650e8f6..6535b5393d 100644 --- a/contents/algorithms/sorting-searching.md +++ b/contents/algorithms/sorting-searching.md @@ -1,22 +1,107 @@ --- id: sorting-searching -title: Sorting and searching +title: Sorting and searching cheatsheet for coding interviews +description: Sorting and searching study guide for coding interviews, including practice questions, techniques, time complexity, and recommended resources +keywords: + [ + sorting searching coding interview study guide, + sorting searching tips for coding interviews, + sorting searching practice questions, + sorting searching useful techniques, + sorting searching time complexity, + sorting searching recommended study resources, + ] +sidebar_label: Sorting and searching +toc_max_heading_level: 2 --- -## Tips + + + + +## Introduction + +Sorting is the act of rearranging elements in a sequence in order, either in numerical or lexicographical order, and either ascending or descending. + +A number of basic algorithms run in O(n2) and should not be used in interviews. In algorithm interviews, you're unlikely to need to implement any of the sorting algorithms from scratch. Instead you would need to sort the input using your language's default sorting function so that you can use binary searches on them. + +On a sorted array of elements, by leveraging on its sorted property, searching can be done on them in faster than O(n) time by using a binary search. Binary search compares the target value with the middle element of the array, which informs the algorithm whether the target value lies in the left half or the right half, and this comparison proceeds on the remaining half until the target is found or the remaining half is empty. + +## Learning resources + +While you're unlikely to be asked to implement a sorting algorithm from scratch during an interview, it is good to know the various time complexities of the different sorting algorithms. + +- Readings + - [Sorting Out The Basics Behind Sorting Algorithms](https://medium.com/basecs/sorting-out-the-basics-behind-sorting-algorithms-b0a032873add), basecs + - [Binary Search](https://www.khanacademy.org/computing/computer-science/algorithms/binary-search/), Khan Academy +- Additional (only if you have time) + - [Exponentially Easy Selection Sort](https://medium.com/basecs/exponentially-easy-selection-sort-d7a34292b049), basecs + - [Bubbling Up With Bubble Sorts](https://medium.com/basecs/bubbling-up-with-bubble-sorts-3df5ac88e592), basecs + - [Inching Towards Insertion Sort](https://medium.com/basecs/inching-towards-insertion-sort-9799274430da), basecs + - [Making Sense of Merge Sort (Part 1)](https://medium.com/basecs/making-sense-of-merge-sort-part-1-49649a143478), basecs + - [Making Sense of Merge Sort (Part 2)](https://medium.com/basecs/making-sense-of-merge-sort-part-2-be8706453209), basecs + - [Pivoting To Understand Quicksort (Part 1)](https://medium.com/basecs/pivoting-to-understand-quicksort-part-1-75178dfb9313), basecs + - [Pivoting To Understand Quicksort (Part 2)](https://medium.com/basecs/pivoting-to-understand-quicksort-part-2-30161aefe1d3), basecs + - [Counting Linearly With Counting Sort](https://medium.com/basecs/counting-linearly-with-counting-sort-cd8516ae09b3), basecs + - [Getting To The Root Of Sorting With Radix Sort](https://medium.com/basecs/getting-to-the-root-of-sorting-with-radix-sort-f8e9240d4224), basecs + +## Time complexity + +| Algorithm | Time | Space | +| -------------- | ---------------- | --------- | +| Bubble sort | O(n2) | O(1) | +| Insertion sort | O(n2) | O(1) | +| Selection sort | O(n2) | O(1) | +| Quicksort | O(nlog(n)) | O(log(n)) | +| Mergesort | O(nlog(n)) | O(n) | +| Heapsort | O(nlog(n)) | O(1) | +| Counting sort | O(n + k) | O(k) | +| Radix sort | O(nk) | O(n + k) | + +| Algorithm | Big-O | +| ------------- | --------- | +| Binary search | O(log(n)) | + +## Things to look out for during interviews + +Make sure you know the time and space complexity of the language's default sorting algorithm! The time complexity is almost definitely O(nlog(n))). Bonus points if you can name the sort. In Python, it's [Timsort](https://en.wikipedia.org/wiki/Timsort). + +## Corner cases + +- Empty sequence +- Sequence with one element +- Sequence with two elements +- Sequence containing duplicate elements. + +## Techniques + +### Sorted inputs When a given sequence is in a sorted order (be it ascending or descending), using binary search should be one of the first things that come to your mind. -## Sample questions - -- Sorting search results on a page given a certain set of criteria. -- Sort a list of numbers in which each number is at a distance `K` from its actual position. -- Given an array of integers, sort the array so that all odd indexes are greater than the even indexes. -- Given users with locations in a list and a logged-in user with locations, find their travel buddies (people who shared more than half of your locations). -- Search for an element in a sorted and rotated array. - - [Source](http://blog.gainlo.co/index.php/2017/01/12/rotated-array-binary-search/) -- Merge two sorted lists together. -- Give 3 distinct algorithms to find the K largest values in a list of N items. -- Find the minimum element in a sorted rotated array in faster than O(n) time. -- Write a function that takes a number as input and outputs the biggest number with the same set of digits. - - [Source](http://blog.gainlo.co/index.php/2017/01/20/arrange-given-numbers-to-form-the-biggest-number-possible/) +### Sorting an input that has limited range + +[Counting sort](https://en.wikipedia.org/wiki/Counting_sort) is a non-comparison-based sort you can use on numbers where you know the range of values beforehand. Examples: [H-Index](https://leetcode.com/problems/h-index/) + +## Essential questions + +_These are essential questions to practice if you're studying for this topic._ + +- [Binary Search](https://leetcode.com/problems/binary-search/) +- [Search in Rotated Sorted Array](https://leetcode.com/problems/search-in-rotated-sorted-array/) + +## Recommended practice questions + +_These are recommended questions to practice after you have studied for the topic and have practiced the essential questions._ + +- [Kth Smallest Element in a Sorted Matrix](https://leetcode.com/problems/kth-smallest-element-in-a-sorted-matrix/) +- [Search a 2D Matrix](https://leetcode.com/problems/search-a-2d-matrix/) +- [Kth Largest Element in an Array](https://leetcode.com/problems/kth-largest-element-in-an-array/) +- [Find Minimum in Rotated Sorted Array](https://leetcode.com/problems/find-minimum-in-rotated-sorted-array/) +- [Median of Two Sorted Arrays](https://leetcode.com/problems/median-of-two-sorted-arrays/) + +## Recommended courses + +import AlgorithmCourses from '../\_courses/AlgorithmCourses.md' + + diff --git a/contents/algorithms/stack.md b/contents/algorithms/stack.md index 8262a74c96..e30a8b582b 100644 --- a/contents/algorithms/stack.md +++ b/contents/algorithms/stack.md @@ -1,13 +1,91 @@ --- id: stack -title: Stack +title: Stack cheatsheet for coding interviews +description: Stack study guide for coding interviews, including practice questions, techniques, time complexity, and recommended resources +keywords: + [ + stack coding interview study guide, + stack tips for coding interviews, + stack practice questions, + stack useful techniques, + stack time complexity, + stack recommended study resources, + ] +sidebar_label: Stack +toc_max_heading_level: 2 --- -## Sample questions + + + -- Implementation of an interpreter for a small language that does multiplication/addition/etc. -- Design a `MinStack` data structure that supports a `min()` operation that returns the minimum value in the stack in O(1) time. -- Write an algorithm to determine if all of the delimiters in an expression are matched and closed. - - E.g. `{ac[bb]}`, `[dklf(df(kl))d]{}` and `{[[[]]]}` are matched. But `{3234[fd` and `{df][d}` are not. - - [Source](http://blog.gainlo.co/index.php/2016/09/30/uber-interview-question-delimiter-matching/) -- Sort a stack in ascending order using an additional stack. +## Introduction + +A stack is an abstract data type that supports the operations **push** (insert a new element on the top of the stack) and **pop** (remove and return the most recently added element, the element at the top of the stack). As an abstract data type, stacks can be implemented using arrays or singly linked lists. + +This behavior is commonly called LIFO (last in, first out). The name "stack" for this type of structure comes from the analogy to a set of physical items stacked on top of each other. + +Stacks are an important way of supporting nested or recursive function calls and is used to implement depth-first search. Depth-first search can be implemented using recursion or a manual stack. + +## Learning resources + +- Readings + - [Stacks and Overflows](https://medium.com/basecs/stacks-and-overflows-dbcf7854dc67), basecs +- Videos + - [Stacks](https://www.coursera.org/lecture/data-structures/stacks-UdKzQ), University of California San Diego + +## Implementations + +| Language | API | +| --- | --- | +| C++ | [`std::stack`](https://docs.microsoft.com/en-us/cpp/standard-library/stack-class) | +| Java | [`java.util.Stack`](https://docs.oracle.com/javase/10/docs/api/java/util/Stack.html) | +| Python | Simulated using [List](https://docs.python.org/3/tutorial/datastructures.html) | +| JavaScript | Simulated using [Array](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Array) | + +## Time complexity + +| Operation | Big-O | +| --------- | ----- | +| Top/Peek | O(1) | +| Push | O(1) | +| Pop | O(1) | +| isEmpty | O(1) | +| Search | O(n) | + +## Corner cases + +- Empty stack. Popping from an empty stack +- Stack with one item +- Stack with two items + + + +## Essential questions + +_These are essential questions to practice if you're studying for this topic._ + +- [Valid Parentheses](https://leetcode.com/problems/valid-parentheses) +- [Implement Queue using Stacks](https://leetcode.com/problems/implement-queue-using-stacks) + +## Recommended practice questions + +_These are recommended questions to practice after you have studied for the topic and have practiced the essential questions._ + +- [Implement Stack using Queues](https://leetcode.com/problems/implement-queue-using-stacks) +- [Min Stack](https://leetcode.com/problems/min-stack) +- [Asteroid Collision](https://leetcode.com/problems/asteroid-collision) +- [Evaluate Reverse Polish Notation](https://leetcode.com/problems/evaluate-reverse-polish-notation) +- [Basic Calculator](https://leetcode.com/problems/basic-calculator) +- [Basic Calculator II](https://leetcode.com/problems/basic-calculator-ii) +- [Daily Temperatures](https://leetcode.com/problems/daily-temperatures) +- [Trapping Rain Water](https://leetcode.com/problems/trapping-rain-water) +- [Largest Rectangle in Histogram](https://leetcode.com/problems/largest-rectangle-in-histogram) + +## Recommended courses + +import AlgorithmCourses from '../\_courses/AlgorithmCourses.md' + + diff --git a/contents/algorithms/string.md b/contents/algorithms/string.md index b0986a5dd1..74472413de 100644 --- a/contents/algorithms/string.md +++ b/contents/algorithms/string.md @@ -1,100 +1,141 @@ --- id: string -title: String +title: String cheatsheet for coding interviews +description: String study guide for coding interviews, including practice questions, techniques, time complexity, and recommended resources +keywords: + [ + string coding interview study guide, + string tips for coding interviews, + string practice questions, + string useful techniques, + string time complexity, + string recommended study resources, + ] +sidebar_label: String +toc_max_heading_level: 2 --- -## Tips + + + -Ask about input character set and case sensitivity. Usually the characters are limited to lowercase Latin characters, for example a to z. - -When you need to compare strings where the order isn't important (like anagram), you may consider using a HashMap as a counter. If your language has a built-in Counter class like Python, ask to use that instead. +## Introduction -If you need to keep a counter of characters, a common mistake is to say that the space complexity required for the counter is O(n). The space required for a counter is O(1) not O(n). This is because the upper bound is the range of characters, which is usually a fixed constant of 26. The input set is just lowercase Latin characters. +A string is a sequence of characters. Many tips that apply to arrays also apply to strings. You're recommended to read the page on [Arrays](./array.md) before reading this page. -Common data structures for looking up strings efficiently are +Common data structures for looking up strings: - [Trie/Prefix Tree](https://en.wikipedia.org/wiki/Trie) - [Suffix Tree](https://en.wikipedia.org/wiki/Suffix_tree) -Common string algorithms are +Common string algorithms: - [Rabin Karp](https://en.wikipedia.org/wiki/Rabin%E2%80%93Karp_algorithm) for efficient searching of substring using a rolling hash - [KMP](https://en.wikipedia.org/wiki/Knuth%E2%80%93Morris%E2%80%93Pratt_algorithm) for efficient searching of substring -## Strings are sequences +## Time complexity -A string is a sequence of characters. Many tips that apply to arrays also apply to strings. +A strings is an array of characters, so the time complexities of basic string operations will closely resemble that of array operations. -Are there duplicate characters in the string, would it affect the answer? +| Operation | Big-O | +| --------- | ----- | +| Access | O(1) | +| Search | O(n) | +| Insert | O(n) | +| Remove | O(n) | -When using an index to iterate through characters, be careful not to go out of bounds. +### Operations involving another string -Be mindful about slicing or concatenating strings in your code. Typically, slicing and concatenating strings require O(n) time. Use start and end indices to demarcate a substring where possible. +Here we assume the other string is of length m. -Sometimes you can traverse the string from the right rather than from the left. +| Operation | Big-O | Note | +| --- | --- | --- | +| Find substring | O(n.m) | This is the most naive case. There are more efficient algorithms for string searching such as the [KMP algorithm](https://en.wikipedia.org/wiki/Knuth%E2%80%93Morris%E2%80%93Pratt_algorithm) | +| Concatenating strings | O(n + m) | | +| Slice | O(m) | | +| Split (by token) | O(n + m) | | +| Strip (remove leading and trailing whitespaces) | O(n) | | -Master the [sliding window technique](https://discuss.leetcode.com/topic/30941/here-is-a-10-line-template-that-can-solve-most-substring-problems) that applies to many substring problems. +## Things to look out for during interviews + +Ask about input character set and case sensitivity. Usually the characters are limited to lowercase Latin characters, for example a to z. -When you are given two strings to process, it is common to have one index per string (pointer) to traverse/compare the both of them. For example, we use the same approach to merge two sorted arrays. +## Corner cases + +- Empty string +- String with 1 or 2 characters +- String with repeated characters +- Strings with only distinct characters -## Common question topics +## Techniques Many string questions fall into one of these buckets. -### Non-repeating Characters +### Counting characters + +Often you will need to count the frequency of characters in a string. The most common way of doing that is by using a hash table/map in your language of choice. If your language has a built-in Counter class like Python, ask if you can use that instead. + +If you need to keep a counter of characters, a common mistake is to say that the space complexity required for the counter is O(n). The space required for a counter of a string of latin characters is O(1) not O(n). This is because the upper bound is the range of characters, which is usually a fixed constant of 26. The input set is just lowercase Latin characters. -- Use a 26-bit bitmask to indicate which lower case latin characters are inside the string. +#### String of unique characters + +A neat trick to count the characters in a string of unique characters is to use a 26-bit bitmask to indicate which lower case latin characters are inside the string. ```py mask = 0 -for c in set(word): +for c in word: mask |= (1 << (ord(c) - ord('a'))) ``` -To determine if two strings have common characters, perform & on the two bitmasks. If the result is non-zero, `mask_a & mask_b > 0`, then the two strings have common characters. +To determine if two strings have common characters, perform `&` on the two bitmasks. If the result is non-zero, ie. `mask_a & mask_b > 0`, then the two strings have common characters. ### Anagram -An anagram is word switch or word play. It is the result of re-arranging the letters of a word or phrase to produce a new word or phrase, while using all the original letters only once. In interviews, usually we are only bothered with words without spaces in them. +An anagram is word switch or word play. It is the result of rearranging the letters of a word or phrase to produce a new word or phrase, while using all the original letters only once. In interviews, usually we are only bothered with words without spaces in them. -To determine if two strings are anagrams, there are a few plausible approaches: +To determine if two strings are anagrams, there are a few approaches: -- Sorting both strings should produce the same resulting string. This takes O(nlgn) time and O(lgn) space. -- If we map each character to a prime number and we multiply each mapped number together, anagrams should have the same multiple (prime factor decomposition). This takes O(n) time and O(1) space. +- Sorting both strings should produce the same resulting string. This takes O(n.log(n)) time and O(log(n)) space. +- If we map each character to a prime number and we multiply each mapped number together, anagrams should have the same multiple (prime factor decomposition). This takes O(n) time and O(1) space. Examples: [Group Anagram](https://leetcode.com/problems/group-anagrams/) - Frequency counting of characters will help to determine if two strings are anagrams. This also takes O(n) time and O(1) space. ### Palindrome -A palindrome is a word, phrase, number, or other sequence of characters which reads the same backward as forward, such as _madam_ or _racecar_. +A palindrome is a word, phrase, number, or other sequence of characters which reads the same backward as forward, such as `madam` or `racecar`. Here are ways to determine if a string is a palindrome: - Reverse the string and it should be equal to itself. -- Have two pointers at the start and end of the string. Move the pointers inward till they meet. At any point in time, the characters at both pointers should match. +- Have two pointers at the start and end of the string. Move the pointers inward till they meet. At every point in time, the characters at both pointers should match. -The order of characters within the string matters, so HashMaps are usually not helpful. +The order of characters within the string matters, so hash tables are usually not helpful. -When a question is about counting the number of palindromes, a common trick is to have two pointers that move outward, away from the middle. Note that palindromes can be even or odd length. For each middle pivot position, you need to check it twice: Once that includes the character and once without the character. +When a question is about counting the number of palindromes, a common trick is to have two pointers that move outward, away from the middle. Note that palindromes can be even or odd length. For each middle pivot position, you need to check it twice - once that includes the character and once without the character. This technique is used in [Longest Palindromic Substring](https://leetcode.com/problems/longest-palindromic-substring/). -- For substrings, you can terminate early once there is no match. -- For subsequences, use dynamic programming as there are overlapping subproblems. Check out [this question](https://leetcode.com/problems/longest-palindromic-subsequence/). +- For substrings, you can terminate early once there is no match +- For subsequences, use dynamic programming as there are overlapping subproblems. Check out [this question](https://leetcode.com/problems/longest-palindromic-subsequence/) -## Corner cases +## Essential questions -- Empty string -- String with 1 or 2 characters -- String with repeated characters -- Strings with only one distinct character - -## Recommended LeetCode questions +_These are essential questions to practice if you're studying for this topic._ +- [Valid Anagram](https://leetcode.com/problems/valid-anagram) +- [Valid Palindrome](https://leetcode.com/problems/valid-palindrome/) - [Longest Substring Without Repeating Characters](https://leetcode.com/problems/longest-substring-without-repeating-characters/) + +## Recommended practice questions + +_These are recommended questions to practice after you have studied for the topic and have practiced the essential questions._ + - [Longest Repeating Character Replacement](https://leetcode.com/problems/longest-repeating-character-replacement/) +- [Find All Anagrams in a String](https://leetcode.com/problems/find-all-anagrams-in-a-string) - [Minimum Window Substring](https://leetcode.com/problems/minimum-window-substring/description/) -- [Valid Anagram](https://leetcode.com/problems/valid-anagram) - [Group Anagrams](https://leetcode.com/problems/group-anagrams/) -- [Valid Parentheses](https://leetcode.com/problems/valid-parentheses) -- [Valid Palindrome](https://leetcode.com/problems/valid-palindrome/) - [Longest Palindromic Substring](https://leetcode.com/problems/longest-palindromic-substring/) -- [Palindromic Substrings](https://leetcode.com/problems/palindromic-substrings/) - [Encode and Decode Strings (LeetCode Premium)](https://leetcode.com/problems/encode-and-decode-strings/) + +## Recommended courses + +import AlgorithmCourses from '../\_courses/AlgorithmCourses.md' + + diff --git a/contents/algorithms/introduction.md b/contents/algorithms/study-cheatsheet.md similarity index 51% rename from contents/algorithms/introduction.md rename to contents/algorithms/study-cheatsheet.md index 90454adc0c..b5d4f195a4 100644 --- a/contents/algorithms/introduction.md +++ b/contents/algorithms/study-cheatsheet.md @@ -1,17 +1,59 @@ --- -id: algorithms-introduction -title: Introduction to algorithms +id: study-cheatsheet +title: Data structures and algorithms study cheatsheets for coding interviews +description: Study guides for coding interviews with focus on data structures and algorithms, including practice questions, techniques, time complexity and recommended resources +keywords: [coding interview algorithms, coding interview data structures] sidebar_label: Introduction -slug: introduction --- -This section dives deep into practical tips for specific topics of algorithms and data structures which appear frequently in coding questions. Many algorithm questions involve techniques that can be applied to questions of similar nature. The more techniques you have in your arsenal, the higher the chances of passing the interview. They may lead you to discover corner cases you might have missed out or even lead you towards the optimal approach! + + + -For each topic, study links are recommended to help you master the topic. There is a list of recommended common questions to practice which in my opinion is highly valuable for mastering the core concepts for the topic. +import InDocAd from '../\_components/InDocAd'; -If you are interested in how data structures are implemented, check out [Lago](https://github.com/yangshun/lago), a Data Structures and Algorithms library for JavaScript. It is pretty much still WIP but I intend to make it into a library that is able to be used in production and also a reference resource for revising Data Structures and Algorithms. +## What is this -## General tips +This section dives deep into practical knowledge and techniques for algorithms and data structures which appear frequently in algorithm interviews. The more techniques you have in your arsenal, the higher the chances of passing the interview. They may lead you to discover corner cases you might have missed out or even lead you towards the optimal approach! + +## Contents of each study guide + +For each topic, you can expect to find: + +1. A brief overview +1. Learning resources +1. Language-specific libraries to use +1. Time complexities cheatsheet +1. Things to look out for during interviews +1. Corner cases +1. Useful techniques with recommended questions to practice + +## Study guides list + +Here is the list of data structures and algorithms you should prepare for coding interviews and their corresponding study guides: + +| Topic | Priority | +| ----------------------------------------------- | -------- | +| [Array](./array.md) | High | +| [String](./string.md) | High | +| [Hash Table](./hash-table.md) | Mid | +| [Recursion](./recursion.md) | Mid | +| [Sorting and searching](./sorting-searching.md) | High | +| [Matrix](./matrix.md) | High | +| [Linked List](./linked-list.md) | Mid | +| [Queue](./queue.md) | Mid | +| [Stack](./stack.md) | Mid | +| [Tree](./tree.md) | High | +| [Graph](./graph.md) | High | +| [Heap](./heap.md) | Mid | +| [Trie](./trie.md) | Mid | +| [Interval](./interval.md) | Mid | +| [Dynamic programming](./dynamic-programming.md) | Low | +| [Binary](./binary.md) | Low | +| [Math](./math.md) | Low | +| [Geometry](./geometry.md) | Low | + +## General interview tips Clarify any assumptions you made subconsciously. Many questions are under-specified on purpose. @@ -42,17 +84,20 @@ Data structures are your weapons. Choosing the right weapon for the right battle Data structures can be augmented to achieve efficient time complexities across different operations. For example, a hash map can be used together with a doubly-linked list to achieve O(1) time complexity for both the `get` and `put` operation in an [LRU cache](https://leetcode.com/problems/lru-cache/). -Hashmaps are probably the most commonly used data structure for algorithm questions. If you are stuck on a question, your last resort can be to enumerate through the common possible data structures (thankfully there aren't that many of them) and consider whether each of them can be applied to the problem. This has worked for me sometimes. +Hash table is probably the most commonly used data structure for algorithm questions. If you are stuck on a question, your last resort can be to enumerate through the common possible data structures (thankfully there aren't that many of them) and consider whether each of them can be applied to the problem. This has worked for me sometimes. If you are cutting corners in your code, state that out loud to your interviewer and say what you would do in a non-interview setting (no time constraints). E.g., I would write a regex to parse this string rather than using `split()` which may not cover all cases. -## Algorithm courses + + +## Recommended courses + +import AlgorithmCourses from '../\_courses/AlgorithmCourses.md' -If you want more structured algorithms practice, I recommend [Educative's Grokking the Coding Interview: Patterns for Coding Questions](https://www.educative.io/courses/grokking-the-coding-interview?aff=x23W) course. This course essentially expands upon the questions here but approaches the practicing from a questions pattern perspective rather than data structures, which is an approach I agree with for learning and getting better at algorithmic problems. + -## References + diff --git a/contents/algorithms/tree.md b/contents/algorithms/tree.md index e79493cc65..af54dbb227 100644 --- a/contents/algorithms/tree.md +++ b/contents/algorithms/tree.md @@ -1,29 +1,103 @@ --- id: tree -title: Tree +title: Tree cheatsheet for coding interviews +description: Tree study guide for coding interviews, including practice questions, techniques, time complexity, and recommended resources +keywords: + [ + tree coding interview study guide, + tree tips for coding interviews, + tree practice questions, + tree useful techniques, + tree time complexity, + tree recommended study resources, + ] +sidebar_label: Tree +toc_max_heading_level: 2 --- -## Study links + + + -- [Leaf It Up To Binary Trees](https://medium.com/basecs/leaf-it-up-to-binary-trees-11001aaf746d) +## Introduction -## Notes +A tree is a widely used abstract data type that represents a hierarchical structure with a set of connected nodes. Each node in the tree can be connected to many children, but must be connected to exactly one parent, except for the root node, which has no parent. -A tree is an undirected and connected acyclic graph. +A tree is an undirected and connected acyclic graph. There are no cycles or loops. Each node can be like the root node of its own subtree, making [recursion](recursion.md) a useful technique for tree traversal. -Recursion is a common approach for trees. When you notice that the subtree problem can be used to solve the entire problem, try using recursion. +For the purpose of interviews, you will usually be asked on binary trees as opposed to ternary (3 children) or N-ary (N children) trees. In this page,we will cover binary trees and binary search trees, which is a special case of binary trees. -When using recursion, always remember to check for the base case, usually where the node is `null`. +Trees are commonly used to represent hierarchical data, e.g. file systems, JSON, and HTML documents. Do check out the section on [Trie](trie.md), which is an advanced tree used for efficiently storing and searching strings. -When you are asked to traverse a tree by level, use breadth-first search. +## Learning resources -Sometimes it is possible that your recursive function needs to return two values. +- Videos + - [Trees](https://www.coursera.org/lecture/data-structures/trees-95qda), University of California San Diego +- Readings + - [How To Not Be Stumped By Trees](https://medium.com/basecs/how-to-not-be-stumped-by-trees-5f36208f68a7), basecs + - [Leaf It Up To Binary Trees](https://medium.com/basecs/leaf-it-up-to-binary-trees-11001aaf746d), basecs +- Additional (only if you have time) + - [The Little AVL Tree That Could](https://medium.com/basecs/the-little-avl-tree-that-could-86a3cae410c7), basecs + - [Busying Oneself With B-Trees](https://medium.com/basecs/busying-oneself-with-b-trees-78bbf10522e7), basecs + - [Painting Nodes Black With Red-Black Trees](https://medium.com/basecs/painting-nodes-black-with-red-black-trees-60eacb2be9a5), basecs -If the question involves summation of nodes along the way, be sure to check whether nodes can be negative. +## Common terms you need to know -You should be very familiar with writing pre-order, in-order, and post-order traversal recursively. As an extension, challenge yourself by writing them iteratively. Sometimes interviewers ask candidates for the iterative approach, especially if the candidate finishes writing the recursive approach too quickly. +- **Neighbor** - Parent or child of a node +- **Ancestor** - A node reachable by traversing its parent chain +- **Descendant** - A node in the node's subtree +- **Degree** - Number of children of a node +- **Degree** of a tree - Maximum degree of nodes in the tree +- **Distance** - Number of edges along the shortest path between two nodes +- **Level/Depth** - Number of edges along the unique path between a node and the root node +- **Width** - Number of nodes in a level + +### Binary tree + +Binary means two, so nodes in a binary trees have a maximum of two children. + +**Binary tree terms** + +- Complete binary tree - A complete binary tree is a binary tree in which every level, except possibly the last, is completely filled, and all nodes in the last level are as far left as possible. +- Balanced binary tree - A binary tree structure in which the left and right subtrees of every node differ in height by no more than 1. + +**Traversals** + +![Tree](https://upload.wikimedia.org/wikipedia/commons/5/5e/Binary_tree_v2.svg) + +Given such a tree, these are the results for the various traversals. + +- **In-order traversal** - Left -> Root -> Right + - Result: 2, 7, 5, 6, 11, 1, 9, 5, 9 +- **Pre-order traversal** - Root -> Left -> Right + - Result: 1, 7, 2, 6, 5, 11, 9, 9, 5 +- **Post-order traversal** - Left -> Right -> Root + - Result: 2, 5, 11, 6, 7, 5, 9, 9, 1 + +Note that in-order traversal of a binary tree is insufficient to uniquely serialize a tree. Pre-order or post-order traversal is also required. + +### Binary search tree (BST) + +In-order traversal of a BST will give you all elements in order. + +Be very familiar with the properties of a BST and validating that a binary tree is a BST. This comes up more often than expected. + +When a question involves a BST, the interviewer is usually looking for a solution which runs faster than O(n). + +#### Time complexity + +| Operation | Big-O | +| --------- | --------- | +| Access | O(log(n)) | +| Search | O(log(n)) | +| Insert | O(log(n)) | +| Remove | O(log(n)) | -Do check out the section on [Trie](trie.md), which is an advanced tree. +Space complexity of traversing balanced trees is O(h) where h is the height of the tree, while traversing very skewed trees (which is essentially a linked list) will be O(n). + +## Things to look out for during interviews + +You should be very familiar with writing pre-order, in-order, and post-order traversal recursively. As an extension, challenge yourself by writing them iteratively. Sometimes interviewers ask candidates for the iterative approach, especially if the candidate finishes writing the recursive approach too quickly. ## Corner cases @@ -32,30 +106,67 @@ Do check out the section on [Trie](trie.md), which is an advanced tree. - Two nodes - Very skewed tree (like a linked list) -## Special Trees +## Common routines -### Binary Tree +Be familiar with the following routines because many tree questions make use of one or more of these routines in the solution: -In-order traversal of a binary tree is insufficient to uniquely serialize a tree. Pre-order or post-order traversal is also required. +- Insert value +- Delete value +- Count number of nodes in tree +- Whether a value is in the tree +- Calculate height of the tree +- Binary search tree + - Determine if is binary search tree + - Get maximum value + - Get minimum value -### Binary Search Tree (BST) +## Techniques -In-order traversal of a BST will give you all elements in order. +### Use recursion -Be very familiar with the properties of a BST and validating that a binary tree is a BST. This comes up more often than expected. +Recursion is the most common approach for traversing trees. When you notice that the subtree problem can be used to solve the entire problem, try using recursion. -When a question involves a BST, the interviewer is usually looking for a solution which runs faster than O(n). +When using recursion, always remember to check for the base case, usually where the node is `null`. + +Sometimes it is possible that your recursive function needs to return two values. + +### Traversing by level + +When you are asked to traverse a tree by level, use breadth-first search. + +### Summation of nodes + +If the question involves summation of nodes along the way, be sure to check whether nodes can be negative. + +## Essential questions + +_These are essential questions to practice if you're studying for this topic._ + +- Binary Tree + - [Maximum Depth of Binary Tree](https://leetcode.com/problems/maximum-depth-of-binary-tree/) + - [Invert/Flip Binary Tree](https://leetcode.com/problems/invert-binary-tree/) +- Binary Search Tree + - [Lowest Common Ancestor of a Binary Search Tree](https://leetcode.com/problems/lowest-common-ancestor-of-a-binary-search-tree/) + +## Recommended practice questions + +_These are recommended questions to practice after you have studied for the topic and have practiced the essential questions._ + +- Binary tree + - [Same Tree](https://leetcode.com/problems/same-tree/) + - [Binary Tree Maximum Path Sum](https://leetcode.com/problems/binary-tree-maximum-path-sum/) + - [Binary Tree Level Order Traversal](https://leetcode.com/problems/binary-tree-level-order-traversal/) + - [Lowest Common Ancestor of a Binary Tree](https://leetcode.com/problems/lowest-common-ancestor-of-a-binary-tree/) + - [Binary Tree Right Side View](https://leetcode.com/problems/binary-tree-right-side-view/) + - [Subtree of Another Tree](https://leetcode.com/problems/subtree-of-another-tree/) + - [Construct Binary Tree from Preorder and Inorder Traversal](https://leetcode.com/problems/construct-binary-tree-from-preorder-and-inorder-traversal/) + - [Serialize and Deserialize Binary Tree](https://leetcode.com/problems/serialize-and-deserialize-binary-tree/) +- Binary search tree + - [Validate Binary Search Tree](https://leetcode.com/problems/validate-binary-search-tree/) + - [Kth Smallest Element in a BST](https://leetcode.com/problems/kth-smallest-element-in-a-bst/) + +## Recommended courses + +import AlgorithmCourses from '../\_courses/AlgorithmCourses.md' -## Recommended LeetCode questions - -- [Maximum Depth of Binary Tree](https://leetcode.com/problems/maximum-depth-of-binary-tree/) -- [Same Tree](https://leetcode.com/problems/same-tree/) -- [Invert/Flip Binary Tree](https://leetcode.com/problems/invert-binary-tree/) -- [Binary Tree Maximum Path Sum](https://leetcode.com/problems/binary-tree-maximum-path-sum/) -- [Binary Tree Level Order Traversal](https://leetcode.com/problems/binary-tree-level-order-traversal/) -- [Serialize and Deserialize Binary Tree](https://leetcode.com/problems/serialize-and-deserialize-binary-tree/) -- [Subtree of Another Tree](https://leetcode.com/problems/subtree-of-another-tree/) -- [Construct Binary Tree from Preorder and Inorder Traversal](https://leetcode.com/problems/construct-binary-tree-from-preorder-and-inorder-traversal/) -- [Validate Binary Search Tree](https://leetcode.com/problems/validate-binary-search-tree/) -- [Kth Smallest Element in a BST](https://leetcode.com/problems/kth-smallest-element-in-a-bst/) -- [Lowest Common Ancestor of BST](https://leetcode.com/problems/lowest-common-ancestor-of-a-binary-search-tree/) + diff --git a/contents/algorithms/trie.md b/contents/algorithms/trie.md index 01fbf6529b..156755c8f3 100644 --- a/contents/algorithms/trie.md +++ b/contents/algorithms/trie.md @@ -1,23 +1,73 @@ --- id: trie -title: Trie +title: Trie cheatsheet for coding interviews +description: Trie study guide for coding interviews, including practice questions, techniques, time complexity, and recommended resources +keywords: + [ + trie coding interview study guide, + trie tips for coding interviews, + trie practice questions, + trie useful techniques, + trie time complexity, + trie recommended study resources, + ] +sidebar_label: Trie +toc_max_heading_level: 2 --- -## Study links + + + -- [Trying to Understand Tries](https://medium.com/basecs/trying-to-understand-tries-3ec6bede0014) -- [Implement Trie (Prefix Tree)](https://leetcode.com/articles/implement-trie-prefix-tree/) - -## Notes +## Introduction Tries are special trees (prefix trees) that make searching and storing strings more efficient. Tries have many practical applications, such as conducting searches and providing autocomplete. It is helpful to know these common applications so that you can easily identify when a problem can be efficiently solved using a trie. +Be familiar with implementing from scratch, a `Trie` class and its `add`, `remove` and `search` methods. + +## Learning resources + +- Readings + - [Trying to Understand Tries](https://medium.com/basecs/trying-to-understand-tries-3ec6bede0014), basecs + - [Implement Trie (Prefix Tree)](https://leetcode.com/articles/implement-trie-prefix-tree/), LeetCode +- Additional (only if you have time) + - [Compressing Radix Trees Without (Too Many) Tears](https://medium.com/basecs/compressing-radix-trees-without-too-many-tears-a2e658adb9a0), basecs + +## Time complexity + +`m` is the length of the string used in the operation. + +| Operation | Big-O | Note | +| --------- | ----- | ---- | +| Search | O(m) | | +| Insert | O(m) | | +| Remove | O(m) | | + +## Corner cases + +- Searching for a string in an empty trie +- Inserting empty strings into a trie + +## Techniques + Sometimes preprocessing a dictionary of words (given in a list) into a trie, will improve the efficiency of searching for a word of length k, among n words. Searching becomes O(k) instead of O(n). -Be familiar with implementing, from scratch, a `Trie` class and its `add`, `remove` and `search` methods. +## Essential questions -## Recommended LeetCode questions +_These are essential questions to practice if you're studying for this topic._ - [Implement Trie (Prefix Tree)](https://leetcode.com/problems/implement-trie-prefix-tree) + +## Recommended practice questions + +_These are recommended questions to practice after you have studied for the topic and have practiced the essential questions._ + - [Add and Search Word](https://leetcode.com/problems/add-and-search-word-data-structure-design) +- [Word Break](https://leetcode.com/problems/word-break) - [Word Search II](https://leetcode.com/problems/word-search-ii/) + +## Recommended courses + +import AlgorithmCourses from '../\_courses/AlgorithmCourses.md' + + diff --git a/contents/behavioral-questions.md b/contents/behavioral-interview-questions.md similarity index 61% rename from contents/behavioral-questions.md rename to contents/behavioral-interview-questions.md index 209512a0fd..17a7aab025 100644 --- a/contents/behavioral-questions.md +++ b/contents/behavioral-interview-questions.md @@ -1,44 +1,63 @@ --- -id: behavioral-questions -title: Behavioral interview common questions -sidebar_label: Common questions +id: behavioral-interview-questions +title: The 30 most common Software Engineer behavioral interview questions +description: How to prepare for Software Engineer behavioral interviews +keywords: + [ + software engineer behavioral interview questions, + software engineering behavioral questions, + software developer behavioral interview questions, + software engineer behavioral questions, + amazon software engineer behavioral interview questions, + behavioral interview software engineer, + how to prepare for behavioral interview software engineer, + ] +sidebar_label: Common behavioral questions to practice --- -Here's a list of common behavioral questions to prepare for. If you prepare well for the general questions and apply the STAR format along with demonstrating qualities, you will be fine. - -## General - -- Why do you want to work for X company? -- Why do you want to leave your current/last company? -- What are you looking for in your next role? -- Tell me about a time when you had a conflict with a co-worker. -- Tell me about a time in which you had a conflict and needed to influence somebody else. -- What project are you currently working on? -- What is the most challenging aspect of your current project? -- What was the most difficult bug that you fixed in the past 6 months? -- How do you tackle challenges? Name a difficult challenge you faced while working on a project, how you overcame it, and what you learned. -- What are you excited about? -- What frustrates you? -- Imagine it is your first day here at the company. What do you want to work on? What features would you improve on? -- What are the most interesting projects you have worked on and how might they be relevant to this company's environment? -- Tell me about a time you had a disagreement with your manager. -- Talk about a project you are most passionate about, or one where you did your best work. -- What does your best day of work look like? -- What is something that you had to push for in your previous projects? -- What is the most constructive feedback you have received in your career? -- What is something you had to persevere at for multiple months? -- Tell me about a time you met a tight deadline. -- If this were your first annual review with our company, what would I be telling you right now? -- Time management has become a necessary factor in productivity. Give an example of a time-management skill you've learned and applied at work. -- Tell me about a problem you've had getting along with a work associate. -- What aspects of your work are most often criticized? -- How have you handled criticism of your work? -- What strengths do you think are most important for _your job position_? -- What words would your colleagues use to describe you? -- What would you hope to achieve in the first six months after being hired? -- Tell me why you will be a good fit for the position. - -## Airbnb + + + + +import InDocAd from './\_components/InDocAd'; + +In the software engineer interview process, behavioral interviews may seem so much more varied and unstructured as compared to technical interviews. However, in most cases, the interviewer is actually just trying to get to know you better and there's always a set of common questions that need to be asked to achieve that. + +## Most commonly asked behavioral questions across top tech companies + +Here are some of the 30 most commonly asked behavioral interview questions across top tech companies: + +1. Why do you want to work for X company? +1. Why do you want to leave your current/last company? +1. What are you looking for in your next role? +1. Tell me about a time when you had a conflict with a co-worker. +1. Tell me about a time in which you had a conflict and needed to influence somebody else. +1. What project are you currently working on? +1. What is the most challenging aspect of your current project? +1. What was the most difficult bug that you fixed in the past 6 months? +1. How do you tackle challenges? Name a difficult challenge you faced while working on a project, how you overcame it, and what you learned. +1. What are you excited about? +1. What frustrates you? +1. Imagine it is your first day here at the company. What do you want to work on? What features would you improve on? +1. What are the most interesting projects you have worked on and how might they be relevant to this company's environment? +1. Tell me about a time you had a disagreement with your manager. +1. Talk about a project you are most passionate about, or one where you did your best work. +1. What does your best day of work look like? +1. What is something that you had to push for in your previous projects? +1. What is the most constructive feedback you have received in your career? +1. What is something you had to persevere at for multiple months? +1. Tell me about a time you met a tight deadline. +1. If this were your first annual review with our company, what would I be telling you right now? +1. Time management has become a necessary factor in productivity. Give an example of a time-management skill you've learned and applied at work. +1. Tell me about a problem you've had getting along with a work associate. +1. What aspects of your work are most often criticized? +1. How have you handled criticism of your work? +1. What strengths do you think are most important for _your job position_? +1. What words would your colleagues use to describe you? +1. What would you hope to achieve in the first six months after being hired? +1. Tell me why you will be a good fit for the position. + +## Airbnb Software Engineer behavioral interview questions While loving to travel or appreciating Airbnb's growth may be good answers, try to demonstrate the deep connection you have with the product. @@ -69,7 +88,7 @@ While loving to travel or appreciating Airbnb's growth may be good answers, try Source: [Glassdoor](https://www.glassdoor.com/Interview/Airbnb-Interview-Questions-E391850.htm) -## Amazon +## Amazon Software Engineer behavioral interview questions - How do you deal with a failed deadline? - Why do you want to work for Amazon? @@ -82,7 +101,7 @@ Source: [Glassdoor](https://www.glassdoor.com/Interview/Airbnb-Interview-Questio Source: [Glassdoor](https://www.glassdoor.com/Interview/Amazon-Interview-Questions-E6036.htm) -## ByteDance +## ByteDance Software Engineer behavioral interview questions - What do you know about <role> and why? - Take me through a product you launched from start to end @@ -94,7 +113,7 @@ Source: [Glassdoor](https://www.glassdoor.com/Interview/Amazon-Interview-Questio Source: [Glassdoor](https://www.glassdoor.sg/Interview/ByteDance-Interview-Questions-E1624196.htm) -## Dropbox +## Dropbox Software Engineer behavioral interview questions - Talk about your favorite project. - If you were hired here what would you do? @@ -102,7 +121,9 @@ Source: [Glassdoor](https://www.glassdoor.sg/Interview/ByteDance-Interview-Quest Source: [Glassdoor](https://www.glassdoor.com/Interview/Dropbox-Interview-Questions-E415350.htm) -## Hired + + +## Hired Software Engineer behavioral interview questions - Tell me about yourself. - What is your biggest strength and area of growth? @@ -117,14 +138,14 @@ Source: [Glassdoor](https://www.glassdoor.com/Interview/Dropbox-Interview-Questi Source: [Glassdoor](https://hired.com/blog/candidates/10-top-interview-questions-how-to-answer/) -## Lyft +## Lyft Software Engineer behavioral interview questions - Tell me about your most interesting/challenging project to date. - Why Lyft? What are you looking for in the next role? Source: [Glassdoor](https://www.glassdoor.com/Interview/Lyft-Interview-Questions-E700614.htm) -## Palantir +## Palantir Software Engineer behavioral interview questions - **What is something 90% of people disagree with you about?** - **What is broken around you?** @@ -144,7 +165,9 @@ Source: [Glassdoor](https://www.glassdoor.com/Interview/Lyft-Interview-Questions Source: [Glassdoor](https://www.glassdoor.com/Interview/Palantir-Technologies-Interview-Questions-E236375.htm) -## Slack + + +## Slack Software Engineer behavioral interview questions - Tell me something about your internship. - Why do you want to join Slack? @@ -158,7 +181,7 @@ Source: [Glassdoor](https://www.glassdoor.com/Interview/Palantir-Technologies-In Source: [Glassdoor](https://www.glassdoor.com/Interview/Slack-Interview-Questions-E950758.htm) -## Stack Overflow +## Stack Overflow Software Engineer behavioral interview questions - What have you built? - What is the hardest technical problem you have run into? @@ -169,7 +192,7 @@ Source: [Glassdoor](https://www.glassdoor.com/Interview/Slack-Interview-Question Source: [Glassdoor](https://hired.com/blog/candidates/10-top-interview-questions-how-to-answer/) -## Stripe +## Stripe Software Engineer behavioral interview questions - How do you stay up to date with the latest technologies? - Explain a project that you worked on recently that was difficult. @@ -177,7 +200,7 @@ Source: [Glassdoor](https://hired.com/blog/candidates/10-top-interview-questions Source: [Glassdoor](https://www.glassdoor.com/Interview/Stripe-Interview-Questions-E671932.htm) -## Twitter +## Twitter Software Engineer behavioral interview questions - What would your previous boss say your biggest strength was? diff --git a/contents/behavioral-interview.md b/contents/behavioral-interview.md index 7e94459413..6a1a004957 100644 --- a/contents/behavioral-interview.md +++ b/contents/behavioral-interview.md @@ -1,30 +1,110 @@ --- id: behavioral-interview -title: Behavorial interview -sidebar_label: Overview +title: 'Behavioral interviews for Software Engineers: How to prepare' +description: How to prepare for Software Engineer behavioral interviews +keywords: + [ + software engineer behavioral interview prep, + software developer behavioral interview prep, + behavioral interview software engineer, + how to prepare for behavioral interview software engineer, + google behavioral interview, + facebook behavioral interview, + amazon behavioral interview, + microsoft behavioral interview, + ] +sidebar_label: Step-by-step how to prepare --- -Succeeding in an engineering career involves more than just technical skills. Behavioral interviews (aka people skills) become more important as an engineer becomes more senior. Senior engineers should have the ability to lead and influence, resolve conflicts, anticipate risks, plan the roadmap, and more. + + + + +import InDocAd from './\_components/InDocAd'; + +## What are behavioral interviews + +Succeeding in an engineering career involves more than just technical skills. People skills become more important as an engineer becomes more senior. Senior engineers should have the ability to lead and influence, resolve conflicts, anticipate risks, plan the roadmap, and more. Hiring a talented engineer that cannot work with others can ultimately be a net deficit for companies. Companies don't want to hire [brilliant jerks](http://www.brendangregg.com/blog/2017-11-13/brilliant-jerks.html). The company is better off not hiring a very talented engineer who refuses to work with others or causes an entire team to be unproductive. Companies want to hire the right person that will work well with the existing employees and help the team and company achieve greater heights, and behavioral interviews are one way of determining if someone will be good to work with from a non-technical standpoint. -## Most companies evaluate behavioral skills +Typically, behavioral interview questions can be split into several types: + +1. Getting to know your career preferences, ambitions and plans +1. Discuss details of experiences or projects written in your resume +1. "Tell me about a time where you" type of questions where you describe how you demonstrated certain traits or responded to a situation + +## The importance of behavioral interviews Companies value behavioral skills and do evaluate candidates on them. At the time of writing, Facebook has one round (out of four) dedicated to behavioral interviews. Airbnb has TWO rounds (out of six) dedicated to behavioral interviews/company fit. Lyft has one round (out of five) dedicated to past experience and situational questions by a hiring manager. -## What Facebook looks for in behavioral interviews +## How are behavioral interviews evaluated + +Unlike technical interviews, behavioral interviews have a lot more variance in terms of evaluation criteria. However, most top tech companies use their company values to evaluate candidates. Interviewers typically have to fill in a section evaluating how a candidate has displayed behaviors in line with company values. It is for this reason that you should search up a company's culture and values and ensure that you embody them within your answers. You'd also find it useful to speak with one of your connections currently working at the company you are applying for to find out more about which values are typically valued in the team. + +Some examples of common values evaluated are: + +- **Empathy** - Puts themselves in the shoes of others and tries to understand others' reasoning +- **Proactivity and willingness to wear multiple hats** - Steps up when the situation requires it +- **Project management** - Able to orchestrate multiple work streams to meet timelines and unblock tasks +- **Conflict management** - Able to manage conflict between themselves and or between other parties, by explaining and ensuring no hard feelings remain + + + +## How to prepare for behavioral interviews + +1. Learn the STAR answer format +1. Prepare your answers to commonly asked questions +1. Prepare experiences to showcase fit to the company's culture / core values +1. Try out mock behavioral interviews +1. Use structured courses + +### 1. Learn the STAR answer format + +The [STAR](https://en.wikipedia.org/wiki/Situation,_task,_action,_result) format is a framework to help you organize answers to behavioral questions - especially ones requiring you to discuss previous experiences + +- **Situation** - The interviewer wants you to present a recent challenge and situation which you found yourself in +- **Task** - What were you required to achieve? The interviewer will be looking to see what you were trying to achieve from the situation. Some performance development methods use "Target" rather than "Task". Job interview candidates who describe a "Target" they set themselves instead of an externally imposed "Task" emphasize their own intrinsic motivation to perform and to develop their performance +- **Action** - What did you do? The interviewer will be looking for information on what you did, why you did it, and what the alternatives were +- **Results** - What was the outcome of your actions? What did you achieve through your actions and what did you learn? What steps did you take to improve after the experience? + +#### Example of how to apply STAR to a behavioral interview question + +Here's an example of how the STAR format can be used to answer the question: "Tell me about a time in which you had a conflict and needed to influence somebody else". + +#### Situation​ + +> "I was the team lead of a school project about building a social network mobile web app. Our designer's midterms were approaching and didn't have time to produce the mockups. Our front-end person was rushing him for the mockups so that he could proceed with his work, and that was stressing the designer out. The atmosphere in the team was tense." + +#### Task​ + +> "As the team lead, I had to resolve the tension between the front-end developer and the designer so that the team could work together peacefully and complete the project on time." + +#### Action​ + +> "I spoke to the front-end developer to ask him why he was rushing the designer for the designs. He said that he wanted the designs early because it would be a waste of time rebuilding if the designer designed something different eventually. I explained to him that the midterm dates were out of the designer's control and we had to be more understanding about each other's schedules. I spoke to the designer to get a rough idea of what he had in mind and asked him when he could commit to producing the high-fidelity designs. He replied that he could start on them as soon as his midterms were over. I explained to him why the front-end developer was pushing him for the mockups, and that the front-end developer had no ill intentions and simply wanted the project to succeed. As someone with some experience in UI/UX design, I came up with wireframe mocks, ran them by the designer for approval, then passed them to the front-end developer to start building. I encouraged the front-end developer to use placeholders and not be too concerned about the details for now. We could build the non-UI parts first (authentication, hook up with APIs) and tweak pixels and add polish later on. The front-end developer agreed and went ahead with the approach. I explained to the front-end developer that the designer will pass us the mockups after his midterm, by <DATE>." + +#### Result​ + +> "When our designer ended midterms, he came back with beautiful mockups that fit well into the wireframes. Our front-end developer implemented them with great care to detail. We ended up scoring top marks for the project and became a great team." + +### 2. Prepare your answers to commonly asked questions + +The next natural step is to start preparing your answers for commonly asked behavioral interview questions. You may refer to [my list of 30 questions](./behavioral-interview-questions.md) which were collated across top tech companies for this. + +While most people might be inclined towards memorization, it's much better to pen down bullet points to each question and practice verbalizing them near to the interviews, so that your answers will come out more naturally. + +### 3. Prepare experiences to showcase fit to the company's culture / core values + +As aforementioned, most top tech companies use their company values to evaluate candidates in behavioral interviews. As such, you should do your research to find out what those values are and ensure you have prepared experiences that showcase fit. -- Discuss anything that's on your resume, including current projects and details -- Provide specific examples about what you did and the resulting impact -- Critique yourself and share what you learned from a past situation -- Talk about what you like about your current role and/or being a developer -- Discuss why you'd like to make a change +### 4. Try out mock behavioral interviews -_Source: [Preparing for your Onsite Interview at Facebook](https://www.facebook.com/careers/swe-prep-onsite)_ +If you would like to practice behavioral interviews with professional interviewers from top tech companies, schedule one with [interviewing.io](https://iio.sh/r/DMCa). Interviewing.io boasts a large pool of interviewers from Facebook, Amazon, Apply, Google and Microsoft. I have used [interviewing.io](https://iio.sh/r/DMCa) both as an interviewer and interviewee and can guarantee a good experience with this platform. -## Quality courses +### 5. Use structured courses -I really don't think one needs to attend a course on behavioral interviews, but your mileage may vary. I've seen candidates get rejected for failing the behavioral round even though they did super well on the coding and system design interviews. If you want to take a course on behavioral interviews, I'd recommend the following courses: +I don't really think one needs to attend a course on behavioral interviews, but your mileage may vary. I've seen candidates get rejected for failing the behavioral round even though they did super well on the coding and system design interviews. If you want to take a course on behavioral interviews, I'd recommend the following courses: -- ["Behavioral Interviews" by Exponent](https://www.tryexponent.com/courses/behavioral?ref=yangshuntay) - While Exponent also has courses on technical content, what really makes them stand out from the other interview preparation platform is their availability of content for non-software engineering roles such as Product Management and Product Marketing. Their behavioral interview course is a mix of videos (by the Exponent CEO himself!) and text, going through the most common questions and imparting you with techniques to help you ace the interview. To top it off, they also have an interview question bank for behavioral questions with responses from the platform's helpful community. While the subscription might be a little pricey for just the behavioral interviews content, they also offer quality technical content for [System Design](https://www.tryexponent.com/courses/system-design-interview?ref=yangshuntay), [Data Structures](https://www.tryexponent.com/courses/swe-practice?ref=yangshuntay) and [Algorithms](https://www.tryexponent.com/courses/algorithms?ref=yangshuntay). The convenience of a one-stop platform which covers all aspects of technical interview preparation is very enticing. -- ["Grokking the Behavioral Interview" by Educative](https://www.educative.io/courses/grokking-the-behavioral-interview?aff=x23W) - As usual, this course by Educative is text-based and they believe that text-based courses are the more efficient than video courses. One thing that stands out about this course is that they teach you **patterns** for behavioral interviews, not just about memorizing questions and preparing answers. +- ["Behavioral Interviews" by Exponent](https://www.tryexponent.com/courses/behavioral?ref=techinterviewhandbook) - While Exponent also has courses on technical content, what really makes them stand out from the other interview preparation platform is their availability of content for non-software engineering roles such as Product Management and Product Marketing. Their behavioral interview course is a mix of videos (by the Exponent CEO himself!) and text, going through the most common questions and imparting you with techniques to help you ace the interview. To top it off, they also have an interview question bank for behavioral questions with responses from the platform's helpful community. While the subscription might be a little pricey for just the behavioral interviews content, they also offer quality technical content for [System Design](https://www.tryexponent.com/courses/system-design-interview?ref=techinterviewhandbook), [Data Structures](https://www.tryexponent.com/courses/swe-practice?ref=techinterviewhandbook) and [Algorithms](https://www.tryexponent.com/courses/algorithms?ref=techinterviewhandbook). The convenience of a one-stop platform which covers all aspects of technical interview preparation is very enticing. +- ["Grokking the Behavioral Interview" on Educative](https://www.educative.io/courses/grokking-the-behavioral-interview?aff=x23W) - As per other courses on Educative, this course is text-based and they believe that text-based courses are the more efficient than video courses. One thing that stands out about this course is that they teach you **patterns** for behavioral interviews, not just about memorizing questions and preparing answers. diff --git a/contents/best-coding-interview-courses.md b/contents/best-coding-interview-courses.md new file mode 100644 index 0000000000..dcbac3c8af --- /dev/null +++ b/contents/best-coding-interview-courses.md @@ -0,0 +1,45 @@ +--- +id: best-coding-interview-courses +title: Best coding interview courses +description: Best courses to take to prepare for your coding interviews +sidebar_label: 🔥 Best interview courses +keywords: [algorithm, coding, interview, questions] +--- + +If you prefer courses where the learning is more structured, here are a few recommendations. **In no way is taking online courses a must in order to pass interviews.** + +## General + +import AlgorithmCourses from './\_courses/AlgorithmCourses.md' + + + +## Python + +| Course | Reviews | Duration | Price | Contents | +| :-- | --- | --- | --- | --- | +| [Ace the Python Coding Interview](https://www.educative.io/path/ace-python-coding-interview?aff=x23W) | 4.6/5 | 93h | $ | Basic data structures and algorithms + practice. Also includes **system design** and concurrency | +| [The Complete Data Structures and Algorithms Course in Python](https://fxo.co/DQpc) | 4.6/5 | 41h | $ | Basic data structures and algorithms | +| [Python for Data Structures, Algorithms, and Interviews!](https://fxo.co/DQpb) | 4.5/5 | 16.5h | $$ | Basic data structures and algorithms, job application, behavioral interview, negotiation | + +## Java + +| Course | Reviews | Duration | Price | Contents | +| :-- | --- | --- | --- | --- | +| [Ace the Java Coding Interview](https://www.educative.io/path/ace-java-coding-interview?aff=x23W) | 4.6/5 | 55h | $ | Basic data structures and algorithms + practice. Also includes **system design** | +| [Java Data Structures and Algorithms Masterclass](https://fxo.co/DQpa) | 4.5/5 | 45h | $ | Basic and advanced data structures and algorithms | +| [Data Structures and Algorithms: Deep Dive Using Java](https://fxo.co/DQpW) | 4.5/5 | 16h | $$ | Basic data structures and algorithms | + +## JavaScript + +| Course | Reviews | Duration | Price | Contents | +| :-- | --- | --- | --- | --- | +| [Ace the JavaScript Coding Interview](https://www.educative.io/path/ace-javascript-coding-interview?aff=x23W) | 4.7/5 | 87h | $ | Basic data structures and algorithms + practice. Also includes **system design** | +| [JavaScript Data Structures and Algorithms Masterclass](https://fxo.co/DQpZ) | 4.5/5 | 45h | $ | Basic and advanced data structures and algorithms | +| [Master the Coding Interview: Data Structures + Algorithms](https://fxo.co/DQpY) | 4.6/5 | 19.5h | $$ | Basic data structures and algorithms, job application, behavioral interview, negotiation | + +## C++ + +| Course | Reviews | Duration | Price | Contents | +| :-- | --- | --- | --- | --- | +| [Ace the C++ Coding Interview](https://www.educative.io/path/ace-cpp-coding-interview?aff=x23W) | 4.6/5 | 60h | $ | Basic data structures and algorithms + practice. Also includes **system design**, concurrency and behavioral contents | diff --git a/contents/best-practice-questions.md b/contents/best-practice-questions.md index dd42764253..96eb369610 100644 --- a/contents/best-practice-questions.md +++ b/contents/best-practice-questions.md @@ -4,13 +4,25 @@ title: Best practice questions sidebar_label: 🔥 Best practice questions description: The best practice questions to prepare for algorithmic coding interviews by the author of Blind 75 spread across a 5-week schedule keywords: [algorithm, coding, interview, questions, leetcode, blind 75] +displayed_sidebar: docs +pagination_next: coding-interview-cheatsheet --- +import AlgorithmCourses from './\_courses/AlgorithmCourses.md' + +import InDocAd from './\_components/InDocAd'; + Best practice questions by the author of Blind 75 | Tech Interview Handbook +:::tip + +As of April 2022, I've developed a [12-week study plan](./coding-interview-study-plan.md) which includes a curriculum for revision and practice questions. If you want to customize your own practice questions, I've also developed [Grind 75](https://www.techinterviewhandbook.org/grind75) which is a modern version of Blind 75 that you can customize. + +::: + Hey there, the author of Blind 75 here 👋! Practicing is the best way to prepare for coding interviews. LeetCode has over a thousand questions. Which should you practice? Hence years ago, I curated a list of the most important 75 questions on [LeetCode](https://leetcode.com). Many other LeetCode questions are a mash of the techniques from these individual questions. I used this list in my last job hunt to only do the important questions. @@ -23,85 +35,109 @@ When practicing, you are advised to treat it like a real coding interview and ch I've created a [LeetCode list](https://leetcode.com/list/9h4lgwl2) for the following questions (except the Premium ones). Feel free to use it to track your practice progress. +:::tip Expert tip + +If you're running low on time, [AlgoMonster](https://shareasale.com/r.cfm?b=1873647&u=3114753&m=114505&urllink=&afftrack=) aims to help you ace the technical interview **in the shortest time possible**. By Google engineers, [AlgoMonster](https://shareasale.com/r.cfm?b=1873647&u=3114753&m=114505&urllink=&afftrack=) uses a data-driven approach to teach you most useful key question patterns and has contents to help you quickly revise basic data structures and algorithms. **Learn and understand patterns, not memorize answers!** + +::: + ## Week 1 - Sequences In week 1, we will warm up by doing a mix of easy and medium questions on arrays and strings. Arrays and strings are the most common types of questions to be found in interviews; gaining familiarity with them will help in building strong fundamentals to better handle tougher questions. -- [Two Sum](https://leetcode.com/problems/two-sum/) -- [Contains Duplicate](https://leetcode.com/problems/contains-duplicate/) -- [Best Time to Buy and Sell Stock](https://leetcode.com/problems/best-time-to-buy-and-sell-stock/) -- [Valid Anagram](https://leetcode.com/problems/valid-anagram/) -- [Valid Parentheses](https://leetcode.com/problems/valid-parentheses/) -- [Product of Array Except Self](https://leetcode.com/problems/product-of-array-except-self/) -- [Maximum Subarray](https://leetcode.com/problems/maximum-subarray/) -- [3Sum](https://leetcode.com/problems/3sum/) -- [Merge Intervals](https://leetcode.com/problems/merge-intervals/) -- [Group Anagrams](https://leetcode.com/problems/group-anagrams/) +| Question | Difficulty | LeetCode | +| :-- | --- | --- | +| Two Sum | Easy | [Link](https://leetcode.com/problems/two-sum/) | +| Contains Duplicate | Easy | [Link](https://leetcode.com/problems/contains-duplicate/) | +| Best Time to Buy and Sell Stock | Easy | [Link](https://leetcode.com/problems/best-time-to-buy-and-sell-stock/) | +| Valid Anagram | Easy | [Link](https://leetcode.com/problems/valid-anagram/) | +| Valid Parentheses | Easy | [Link](https://leetcode.com/problems/valid-parentheses/) | +| Maximum Subarray | Easy | [Link](https://leetcode.com/problems/maximum-subarray/) | +| Product of Array Except Self | Medium | [Link](https://leetcode.com/problems/product-of-array-except-self/) | +| 3Sum | Medium | [Link](https://leetcode.com/problems/3sum/) | +| Merge Intervals | Medium | [Link](https://leetcode.com/problems/merge-intervals/) | +| Group Anagrams | Medium | [Link](https://leetcode.com/problems/group-anagrams/) | #### Optional -- [Maximum Product Subarray](https://leetcode.com/problems/maximum-product-subarray/) -- [Search in Rotated Sorted Array](https://leetcode.com/problems/search-in-rotated-sorted-array/) +| Question | Difficulty | LeetCode | +| :-- | --- | --- | +| Maximum Product Subarray | Medium | [Link](https://leetcode.com/problems/maximum-product-subarray/) | +| Search in Rotated Sorted Array | Medium | [Link](https://leetcode.com/problems/search-in-rotated-sorted-array/) | ## Week 2 - Data structures The focus of week 2 is on linked lists, strings and matrix-based questions. The goal is to learn the common routines dealing with linked lists, traversing matrices and sequence analysis (arrays/strings) techniques such as sliding window, linked list traversal and matrix traversal. -- [Reverse a Linked List](https://leetcode.com/problems/reverse-linked-list/) -- [Detect Cycle in a Linked List](https://leetcode.com/problems/linked-list-cycle/) -- [Container With Most Water](https://leetcode.com/problems/container-with-most-water/) -- [Find Minimum in Rotated Sorted Array](https://leetcode.com/problems/find-minimum-in-rotated-sorted-array/) -- [Longest Repeating Character Replacement](https://leetcode.com/problems/longest-repeating-character-replacement/) -- [Longest Substring Without Repeating Characters](https://leetcode.com/problems/longest-substring-without-repeating-characters/) -- [Minimum Window Substring](https://leetcode.com/problems/minimum-window-substring/) -- [Number of Islands](https://leetcode.com/problems/number-of-islands/) -- [Remove Nth Node From End Of List](https://leetcode.com/problems/remove-nth-node-from-end-of-list/) -- [Palindromic Substrings](https://leetcode.com/problems/palindromic-substrings/) -- [Pacific Atlantic Water Flow](https://leetcode.com/problems/pacific-atlantic-water-flow/) +| Question | Difficulty | LeetCode | +| :-- | --- | --- | +| Reverse a Linked List | Easy | [Link](https://leetcode.com/problems/reverse-linked-list/) | +| Detect Cycle in a Linked List | Easy | [Link](https://leetcode.com/problems/linked-list-cycle/) | +| Container With Most Water | Medium | [Link](https://leetcode.com/problems/container-with-most-water/) | +| Find Minimum in Rotated Sorted Array | Medium | [Link](https://leetcode.com/problems/find-minimum-in-rotated-sorted-array/) | +| Longest Repeating Character Replacement | Medium | [Link](https://leetcode.com/problems/longest-repeating-character-replacement/) | +| Longest Substring Without Repeating Characters | Medium | [Link](https://leetcode.com/problems/longest-substring-without-repeating-characters/) | +| Number of Islands | Medium | [Link](https://leetcode.com/problems/number-of-islands/) | +| Remove Nth Node From End Of List | Medium | [Link](https://leetcode.com/problems/remove-nth-node-from-end-of-list/) | +| Palindromic Substrings | Medium | [Link](https://leetcode.com/problems/palindromic-substrings/) | +| Pacific Atlantic Water Flow | Medium | [Link](https://leetcode.com/problems/pacific-atlantic-water-flow/) | +| Minimum Window Substring | Hard | [Link](https://leetcode.com/problems/minimum-window-substring/) | + + ## Week 3 - Non-linear data structures The focus of week 3 is on non-linear data structures like trees, graphs and heaps. You should be familiar with the various tree traversal (in-order, pre-order, post-order) algorithms and graph traversal algorithms such as breadth-first search and depth-first search. In my experience, using more advanced graph algorithms (Dijkstra's and Floyd-Warshall) is quite rare and usually not necessary. -- [Validate Binary Search Tree](https://leetcode.com/problems/validate-binary-search-tree/) -- [Invert/Flip Binary Tree](https://leetcode.com/problems/invert-binary-tree/) -- [Non-overlapping Intervals](https://leetcode.com/problems/non-overlapping-intervals/) -- [Serialize and Deserialize Binary Tree](https://leetcode.com/problems/serialize-and-deserialize-binary-tree/) -- [Construct Binary Tree from Preorder and Inorder Traversal](https://leetcode.com/problems/construct-binary-tree-from-preorder-and-inorder-traversal/) -- [Top K Frequent Elements](https://leetcode.com/problems/top-k-frequent-elements/) -- [Clone Graph](https://leetcode.com/problems/clone-graph/) -- [Course Schedule](https://leetcode.com/problems/course-schedule/) -- [Binary Tree Maximum Path Sum](https://leetcode.com/problems/binary-tree-maximum-path-sum/) +| Question | Difficulty | LeetCode | +| :-- | --- | --- | +| Invert/Flip Binary Tree | Easy | [Link](https://leetcode.com/problems/invert-binary-tree/) | +| Validate Binary Search Tree | Medium | [Link](https://leetcode.com/problems/validate-binary-search-tree/) | +| Non-overlapping Intervals | Medium | [Link](https://leetcode.com/problems/non-overlapping-intervals/) | +| Construct Binary Tree from Preorder and Inorder Traversal | Medium | [Link](https://leetcode.com/problems/construct-binary-tree-from-preorder-and-inorder-traversal/) | +| Top K Frequent Elements | Medium | [Link](https://leetcode.com/problems/top-k-frequent-elements/) | +| Clone Graph | Medium | [Link](https://leetcode.com/problems/clone-graph/) | +| Course Schedule | Medium | [Link](https://leetcode.com/problems/course-schedule/) | +| Serialize and Deserialize Binary Tree | Hard | [Link](https://leetcode.com/problems/serialize-and-deserialize-binary-tree/) | +| Binary Tree Maximum Path Sum | Hard | [Link](https://leetcode.com/problems/binary-tree-maximum-path-sum/) | #### Optional -- [Maximum Depth of Binary Tree](https://leetcode.com/problems/maximum-depth-of-binary-tree/) -- [Same Tree](https://leetcode.com/problems/same-tree/) -- [Binary Tree Level Order Traversal](https://leetcode.com/problems/binary-tree-level-order-traversal/) -- [Encode and Decode Strings (LeetCode Premium)](https://leetcode.com/problems/encode-and-decode-strings/) +| Question | Difficulty | LeetCode | +| :-- | --- | --- | +| Maximum Depth of Binary Tree | Easy | [Link](https://leetcode.com/problems/maximum-depth-of-binary-tree/) | +| Same Tree | Easy | [Link](https://leetcode.com/problems/same-tree/) | +| Binary Tree Level Order Traversal | Medium | [Link](https://leetcode.com/problems/binary-tree-level-order-traversal/) | +| Encode and Decode Strings | Medium | [Link](https://leetcode.com/problems/encode-and-decode-strings/) (Premium) | ## Week 4 - More data structures Week 4 builds up on knowledge from previous weeks but questions are of increased difficulty. Expect to see such level of questions during interviews. You get more practice on more advanced data structures such as (but not exclusively limited to) heaps and tries which are less common but are still asked. -- [Add and Search Word](https://leetcode.com/problems/add-and-search-word-data-structure-design/) -- [Implement Trie (Prefix Tree)](https://leetcode.com/problems/implement-trie-prefix-tree/) -- [Subtree of Another Tree](https://leetcode.com/problems/subtree-of-another-tree/) -- [Kth Smallest Element in a BST](https://leetcode.com/problems/kth-smallest-element-in-a-bst/) -- [Lowest Common Ancestor of BST](https://leetcode.com/problems/lowest-common-ancestor-of-a-binary-search-tree/) -- [Merge K Sorted Lists](https://leetcode.com/problems/merge-k-sorted-lists/) -- [Find Median from Data Stream](https://leetcode.com/problems/find-median-from-data-stream/) -- [Insert Interval](https://leetcode.com/problems/insert-interval/) -- [Longest Consecutive Sequence](https://leetcode.com/problems/longest-consecutive-sequence/) -- [Word Search II](https://leetcode.com/problems/word-search-ii/) +| Question | Difficulty | LeetCode | +| :-- | --- | --- | +| Subtree of Another Tree | Easy | [Link](https://leetcode.com/problems/subtree-of-another-tree/) | +| Lowest Common Ancestor of BST | Easy | [Link](https://leetcode.com/problems/lowest-common-ancestor-of-a-binary-search-tree/) | +| Implement Trie (Prefix Tree) | Medium | [Link](https://leetcode.com/problems/implement-trie-prefix-tree/) | +| Add and Search Word | Medium | [Link](https://leetcode.com/problems/add-and-search-word-data-structure-design/) | +| Kth Smallest Element in a BST | Medium | [Link](https://leetcode.com/problems/kth-smallest-element-in-a-bst/) | +| Merge K Sorted Lists | Hard | [Link](https://leetcode.com/problems/merge-k-sorted-lists/) | +| Find Median from Data Stream | Hard | [Link](https://leetcode.com/problems/find-median-from-data-stream/) | +| Insert Interval | Medium | [Link](https://leetcode.com/problems/insert-interval/) | +| Longest Consecutive Sequence | Medium | [Link](https://leetcode.com/problems/longest-consecutive-sequence/) | +| Word Search II | Hard | [Link](https://leetcode.com/problems/word-search-ii/) | #### Optional -- [Meeting Rooms (LeetCode Premium)](https://leetcode.com/problems/meeting-rooms/) -- [Meeting Rooms II (LeetCode Premium)](https://leetcode.com/problems/meeting-rooms-ii/) -- [Alien Dictionary (LeetCode Premium)](https://leetcode.com/problems/alien-dictionary/) -- [Graph Valid Tree (LeetCode Premium)](https://leetcode.com/problems/graph-valid-tree/) -- [Number of Connected Components in an Undirected Graph (LeetCode Premium)](https://leetcode.com/problems/number-of-connected-components-in-an-undirected-graph/) +| Question | Difficulty | LeetCode | +| :-- | --- | --- | +| Meeting Rooms | Easy | [Link](https://leetcode.com/problems/meeting-rooms/) (Premium) | +| Meeting Rooms II | Medium | [Link](https://leetcode.com/problems/meeting-rooms-ii/) (Premium) | +| Graph Valid Tree | Medium | [Link](https://leetcode.com/problems/graph-valid-tree/) (Premium) | +| Number of Connected Components in an Undirected Graph | Medium | [Link](https://leetcode.com/problems/number-of-connected-components-in-an-undirected-graph/) (Premium) | +| Alien Dictionary | Hard | [Link](https://leetcode.com/problems/alien-dictionary/) (Premium) | + + ## Week 5 - Dynamic programming @@ -111,23 +147,25 @@ DP questions can be hard to master and the best way to get better at them is... Practically speaking the return of investment (ROI) on studying and practicing for DP questions is very low. Hence DP questions are less important/optional and you should only do them if you have time to spare and you're very keen to have all bases covered (and interviewing with Google). -- [Climbing Stairs](https://leetcode.com/problems/climbing-stairs/) -- [Coin Change](https://leetcode.com/problems/coin-change/) -- [Longest Increasing Subsequence](https://leetcode.com/problems/longest-increasing-subsequence/) -- [Combination Sum](https://leetcode.com/problems/combination-sum-iv/) -- [House Robber](https://leetcode.com/problems/house-robber/) -- [House Robber II](https://leetcode.com/problems/house-robber-ii/) -- [Decode Ways](https://leetcode.com/problems/decode-ways/) -- [Unique Paths](https://leetcode.com/problems/unique-paths/) -- [Jump Game](https://leetcode.com/problems/jump-game/) -- [Word Break Problem](https://leetcode.com/problems/word-break/) +| Question | Difficulty | LeetCode | +| :-- | --- | --- | +| Climbing Stairs | Easy | [Link](https://leetcode.com/problems/climbing-stairs/) | +| Coin Change | Medium | [Link](https://leetcode.com/problems/coin-change/) | +| Longest Increasing Subsequence | Medium | [Link](https://leetcode.com/problems/longest-increasing-subsequence/) | +| Combination Sum | Medium | [Link](https://leetcode.com/problems/combination-sum-iv/) | +| House Robber | Medium | [Link](https://leetcode.com/problems/house-robber/) | +| House Robber II | Medium | [Link](https://leetcode.com/problems/house-robber-ii/) | +| Decode Ways | Medium | [Link](https://leetcode.com/problems/decode-ways/) | +| Unique Paths | Medium | [Link](https://leetcode.com/problems/unique-paths/) | +| Jump Game | Medium | [Link](https://leetcode.com/problems/jump-game/) | +| Word Break | Medium | [Link](https://leetcode.com/problems/word-break/) | #### Dynamic programming course -- [Grokking the Dynamic Programming Patterns for Coding Interviews](https://www.educative.io/courses/grokking-dynamic-programming-patterns-for-coding-interviews?aff=x23W) +- [Grokking the Dynamic Programming Patterns for Coding Interviews](https://designgurus.org/link/kJSIoU?url=https%3A%2F%2Fdesigngurus.org%2Fcourse%3Fcourseid%3Dgrokking-dynamic-programming) ## Quality courses If you want more structured algorithms practice, I recommend the following courses: -- ["Grokking the Coding Interview: Patterns for Coding Questions" by Educative](https://www.educative.io/courses/grokking-the-coding-interview?aff=x23W) - This course essentially expands upon the questions on this page but approaches the practicing from a questions pattern perspective rather than data structures, which is an approach I also agree with for learning and have personally used to get better at algorithmic problems. **Learn and understand patterns, not memorize answers!** + diff --git a/contents/cheatsheet.md b/contents/cheatsheet.md deleted file mode 100644 index 94be52e518..0000000000 --- a/contents/cheatsheet.md +++ /dev/null @@ -1,115 +0,0 @@ ---- -id: cheatsheet -title: Coding interview cheatsheet -description: Things you should and shouldn't do during the coding interview -sidebar_label: Cheatsheet -keywords: [algorithm, coding, interview, cheatsheet, checklist] ---- - - - Coding interview cheatsheet | Tech Interview Handbook - - - -This is a straight-to-the-point, distilled list of technical interview Do's and Don'ts, mainly for algorithmic coding interviews. Some of these may apply to only phone screens or whiteboard interviews, but most will apply to both. I revise this list before each of my interviews to remind myself of them and eventually internalized all of them to the point I do not have to rely on it anymore. - -#### Legend - -- ✅ = Do -- ❌ = Don't -- ⚠️ = Situational - -### Before interview - -| | Things | -| --- | --- | -| ✅ | Prepare pen, paper and earphones/headphones. | -| ✅ | Find a quiet environment with good Internet connection. | -| ✅ | Ensure webcam and audio are working. There were times I had to restart Chrome to get Hangouts to work again. | -| ✅ | Request for the option to interview over Hangouts/Skype instead of a phone call; it is easier to send links or text across. | -| ✅ | Decide on and be familiar with a programming language. | -| ✅ | Familiarize yourself with the coding environment (CoderPad/CodePen). Set up the coding shortcuts, turn on autocompletion, tab spacing, etc. | -| ✅ | Prepare answers to the [frequently-asked behavioral questions](behavioral-questions.md) in an interview. | -| ✅ | Prepare some [questions to ask](questions-to-ask.md) at the end of the interview. | -| ✅ | Dress comfortably. Usually you do not need to wear smart clothes, casual should be fine. T-shirts and jeans are acceptable at most places. | -| ✅ | Stay calm and composed. | -| ⚠️ | Turn off the webcam if possible. Most remote interviews will not require video chat and leaving it on only serves as a distraction. | - -### Introduction - -| | Things | -| --- | --- | -| ✅ | Introduce yourself in a few sentences under a minute or two. | -| ✅ | Mention interesting points that are relevant to the role you are applying for. | -| ✅ | Sound enthusiastic! Speak with a smile and you will naturally sound more engaging. | -| ❌ | Spend too long introducing yourself. The more time you spend talking the less time you have to code. | - -### Upon receiving the question - -| | Things | -| --- | --- | -| ✅ | Repeat the question back at the interviewer. | -| ✅ | Clarify any assumptions you made subconsciously. Many questions are under-specified on purpose. E.g. a tree-like diagram could very well be a graph that allows for cycles and a naive recursive solution would not work. | -| ✅ | Clarify input format and range. Ask whether input can be assumed to be well-formed and non-null. | -| ✅ | Work through a small example to ensure you understood the question. | -| ✅ | Explain a high level approach even if it is a brute force one. | -| ✅ | Improve upon the approach and optimize. Reduce duplicated work and cache repeated computations. | -| ✅ | Think carefully, then state and explain the time and space complexity of your approaches. | -| ✅ | If stuck, think about related problems you have seen before and how they were solved. Check out the [tips](algorithms/introduction.md) in this section. | -| ❌ | Ignore information given to you. Every piece is important. | -| ❌ | Jump into coding straightaway. | -| ❌ | Start coding without interviewer's green light. | -| ❌ | Appear too unsure about your approach or analysis. | - -### Code out your solution - -| | Things | -| --- | --- | -| ✅ | Explain what you are coding/typing to the interviewer, what you are trying to achieve. | -| ✅ | Practice good coding style. Clear variable names, consistent operator spacing, proper indentation, etc. | -| ✅ | Type/write at a reasonable speed. Too slow is no good. | -| ✅ | As much as possible, write actual compilable code, not pseudocode. | -| ✅ | Write in a modular fashion. Extract out chunks of repeated code into functions. | -| ✅ | Ask for permission to use trivial functions without having to implement them; saves you some time. | -| ✅ | Use the hints given by the interviewer. | -| ✅ | Demonstrate mastery of your chosen programming language. | -| ✅ | Demonstrate technical knowledge in data structures and algorithms. | -| ✅ | If you are cutting corners in your code, state that out loud to your interviewer and say what you would do in a non-interview setting (no time constraints). E.g., "Under non-interview settings, I would write a regex to parse this string rather than using `split()` which may not cover all cases." | -| ✅ | Practice whiteboard space-management skills. | -| ⚠️ | Reasonable defensive coding. Check for nulls, empty collections, etc. Can omit if input validity has been clarified with the interviewer. | -| ❌ | Remain quiet the whole time while coding. | -| ❌ | Spend too much time writing comments. | -| ❌ | Use extremely verbose or single-character (unless they're common like `i`, `n`) variable names. | -| ❌ | Copy and paste code without checking (e.g. variables need to be renamed). | -| ❌ | Interrupt your interviewer when they are talking. Usually if they speak, they are trying to give you hints or steer you in the right direction. | -| ❌ | Write too big (takes up too much space) or too small (illegible) if on a whiteboard. | - -### After coding - -| | Things | -| --- | --- | -| ✅ | Scan through your code for mistakes as if it was your first time seeing code written by someone else. | -| ✅ | Check for off-by-one errors. | -| ✅ | Come up with test cases. Try extreme test cases - empty sets, single item sets, negative numbers | -| ✅ | Step through your code with those test cases. | -| ✅ | Look out for places where you can refactor. | -| ✅ | Reiterate the time and space complexity of your code. | -| ✅ | Explain trade-offs and how the code/approach can be improved if given more time. | -| ❌ | Immediately announce that you are done coding. Do the above first! | -| ❌ | Argue with the interviewer. They may be wrong but that is very unlikely given that they are familiar with the question. | - -### Wrap up - -| | Things | -| --- | --- | -| ✅ | Ask questions. More importantly, ask good and engaging questions that are tailored to the company! Pick some questions from [this list](questions-to-ask.md). | -| ✅ | Thank the interviewer. | -| ⚠️ | Ask about your interview performance. It can get awkward. | -| ❌ | End the interview without asking any questions. | - -### Post interview - -| | Things | -| --- | --- | -| ✅ | Record the interview questions and answers down as these can be useful for future reference. | -| ⚠️ | Send a follow up email to your interviewer(s) thanking them for their time and the opportunity to interview with them. | diff --git a/contents/choosing-between-companies.md b/contents/choosing-between-companies.md index f19020fadb..be0417b200 100644 --- a/contents/choosing-between-companies.md +++ b/contents/choosing-between-companies.md @@ -3,6 +3,8 @@ id: choosing-between-companies title: Choosing between companies --- +import InDocAd from './\_components/InDocAd'; + If you have passed the interviews and received multiple offers, congratulations on the feat! Now you are faced with yet another problem (albeit a good one!) of choosing between companies. Here we will provide some insights into the factors you should be considering when deciding on the company to join. Every individual is different and certain factors matter more/less to others, so only you can decide what is best for you. Do your due diligence by researching on the companies before deciding! @@ -13,7 +15,7 @@ First and foremost, compensation. Most technical roles at tech companies would r Not all stock grants are equal as well. Some companies have linear vesting cycles (you vest the same amount every year), some companies like Amazon and Snap have backloaded schemes (you vest less in the earlier years, more later), and there are pay attention to cliffs as well. [Stripe and Lyft](https://www.theinformation.com/articles/stripe-and-lyft-speed-up-equity-payouts-to-first-year) recently changed their stock structure and announced that they will speed up equity payouts to the first year. This sounds good initially, [but in reality there are some nuances](https://tanay.substack.com/p/employee-compensation-and-one-year). -Regardless of company, **always negotiate** your offer, especially if you have multiple offers to choose from! Having multiple offers in hand is the best bargaining chip you can have for negotiation and you should leverage it. We go into this more in the [Negotiation](./negotiation) section. Use [Moonchaser](https://www.moonchaser.io/?utm_source=techinterviewhandbook&utm_medium=referral&utm_content=website_choosing_between_companies) for risk-free negotiation services. +Regardless of company, **always negotiate** your offer, especially if you have multiple offers to choose from! Having multiple offers in hand is the best bargaining chip you can have for negotiation and you should leverage it. We go into this more in the [Negotiation](./negotiation.md) section. Use [Moonchaser](https://www.moonchaser.io/?utm_source=techinterviewhandbook&utm_medium=referral&utm_content=website_choosing_between_companies) for risk-free negotiation services. ## Products @@ -21,11 +23,11 @@ What does the company work on and is the company working on a domain you are int That said, each tech company is uniquely known for something and it's in their DNA. So if you are interested in specific areas and you are sure you can be able to work on them, the choice should be clearer: -- Meta - Social networks (Facebook, Instagram), Chat (WhatsApp, Messenger), VR stuff (Oculus) -- Google - Search, Browsers, Maps, Cloud infrastructure (Google Cloud Platform), Google Suite +- Meta/Facebook - Social networks (Facebook, Instagram), chat (WhatsApp, Messenger), Metaverse stuff (Oculus) +- Google - Search, browsers (Google Chrome), Google Maps, cloud infrastructure (Google Cloud Platform), enterprise collaboration (Google Suite) - Amazon - Cloud infrastructure (Amazon Web Services), e-commerce -- Microsoft - Operating Systems, Microsoft Office Suite -- Apple - Hardware, Operating Systems, Services (iCloud, Apple Music) +- Microsoft - Operating systems, Microsoft Office Suite +- Apple - Hardware, operating systems, services (iCloud, Apple Music) Personally I feel more motivated and productive if I'm working on products which I use as an external user as well, as I have a better understanding of the product from a user perspective which can potentially lead to better engineering and product decisions. @@ -39,12 +41,47 @@ Do find out what products and teams your intended location works on so that you If you are awarded stocks, the company's prospects will affect your compensation! Is the company poised to be successful in the coming years or are there factors hindering the company's progress? + + ## Career growth How fast does the company promote its employees and does the company provide opportunities for its employees to grow? In smaller companies, you will get to wear multiple hats and build many products from 0 to 1. It's great for people who like to grow their product building skills and launch products quickly. However, technical growth might be limited due to the company's focus on product work and less on building infrastructure, which is usually only needed at scale. There's little need for a Principal Engineer in a small startup of 10 people where everyone is scrambling to build products. Career growth might be limited by the size and scope of the company and its product offerings. Some companies promote their employees faster than the others. There's a saying that go to Google to rest and vest, go to Meta if you want to accelerate your career. I've found this to be quite accurate from what I experienced and from looking at my peers at Google. At Meta, engineers are required to get from E3 to E4 within 2 years and E4 to E5 within 3 years. On the other hand, Google has a slower promotion cycle - the average engineer at Google takes more than 2 years to get from L3 to L4, more than 3 years to get from L4 to L5 and more than 4 years to get from L5 to L6. At Google, the terminal level is L4 so there's no pressure to promote. None of my peers are L6 at Google but a few are already E6 at Meta and it is quite achievable. In my opinion, Google is a great place to learn to be excellent engineers. They require everything to be well-engineered, with design docs and high test coverage. Meta is a great place for career-driven folks who don't mind working harder to accelerate their career path. +## Company culture + +Company culture refers to the beliefs and behaviors of a company's leadership and its employees. The tech giants are famous for their unique cultures: + +- Google - Candidates are evaluated for their "Googleyness" factor during interviews, which is a set of traits Google employees should embody - "Doing the right thing", "Striving for excellence", "Comfort with ambiguity". As mentioned above, Google is known for their high emphasis on engineering quality and data-driven decision making approach. +- Meta/Facebook - In Facebook's early days, their internal motto was "Move fast and break things", indicating their focus on shipping products fast. In 2014, Mark Zuckerberg changed it to "Move fast with stable infrastructure" as the platform has matured and stability should a focus. I wrote more about [Meta/Facebook's culture in a blog post](https://www.techinterviewhandbook.org/blog/my-experience-working-as-a-meta-facebook-engineer/#culture). +- Netflix - Netflix's culture deck is publicly available on [their website](https://jobs.netflix.com/culture) and their core philosophy is **people over process**. They like to think of themselves as professional sports teams - keeping the star players and letting adequate performers go instead of operating like a family - tolerating bad behavior and showing unconditional love + +### Engineering culture + +Since most readers are in tech roles, the tech culture of a company deserves special mention. + +[Gergely Orosz](https://twitter.com/GergelyOrosz) came up with [12 points](https://blog.pragmaticengineer.com/pragmatic-engineer-test/) to evaluate whether a tech company has a healthy software engineering culture + +1. **Equity or profit sharing** - Do employees receive equity? +1. **Roadmap/backlog that engineers contribute to** - Do engineers contribute to the roadmap of their team? +1. **Engineers directly working with other ICs** - Do engineers work directly with other roles (Designers, PMs, Data Scientists, etc)? +1. **Code reviews and testing** - Do engineers peer code reviews and write tests often? +1. **CI and engineers pushing to prod** - Is there continuous integration or a way for engineers to deploy to production? +1. **Internal open source** - Can engineers access and contribute to code bases across the company? +1. **Healthy oncall as a priority** - Is the oncall load manageable? +1. **Technical managers** - Do the engineering managers possess technical background adn skills? +1. **Career ladder (when above 10 engineers)** - Are career ladders and expectations for each level well-defined? +1. **Parallel IC & manager tracks (when above 30 engineers)** - Can one rise up the career ladder as an IC? +1. **Feedback culture** - Is it the practice to give feedback to each other/the company? +1. **Investing in professional growth** - Stipend for professional growth, mentorship program + +It's no surprise that the FAANG companies hit all 12 points. Read more about it on [his blog post](https://blog.pragmaticengineer.com/pragmatic-engineer-test/). + +Which company's culture resonates with you the most? + + + ## Work-life balance While the common practice is for employees to work 40 hours a week and 8 hours a day, some places are infamous for being more stressful and asks more time from their employees. Some Chinese companies famously [require employees to work 6 days a week](https://www.reuters.com/world/china/chinese-tech-workers-disclose-working-hours-criticism-996-2021-10-14/). Most tech employees do not get paid when they work overtime, so sometimes a more accurate way of calculating your salary is dollars per hour instead of the raw annual total compensations @@ -54,7 +91,3 @@ Google is famous for being a company for moving slower and a place where people ## Transfers and mobility Does the company have offices around the globe where employees can possibly relocate to? This is obviously out of the question for smaller companies where there is only one headquarters, but some companies allow employees to be remote and some are even entirely remote! Meta, Google, Apple, and Stripe are examples of companies which have global presence and regional headquarters. At Meta and Google, mobility is extremely high given there are large engineering offices all across US, in London, Tel Aviv, and more recently, in Singapore. One of my managers at Meta has worked at **four** offices! Personally, I relocated from Meta/Facebook Menlo Park to Meta/Facebook Singapore right before COVID hit and a few of my Meta/Googler friends have done similar moves, some even moving from Singapore to the US. - -## Company culture - -TODO diff --git a/contents/coding-interview-cheatsheet.md b/contents/coding-interview-cheatsheet.md new file mode 100644 index 0000000000..ed05360d97 --- /dev/null +++ b/contents/coding-interview-cheatsheet.md @@ -0,0 +1,198 @@ +--- +id: coding-interview-cheatsheet +title: 'Coding interview cheatsheet: Best practices before, during and after' +description: Tips on what to do before, during and after coding interviews to display hire signals according to coding interview evaluation criteria +keywords: + [ + coding interview best practices, + best practices for coding interviews, + what to do during coding interview, + what to do after coding interview, + what to do before coding interview, + how to display hire behavior in coding interview, + how to pass coding interview, + ] +sidebar_label: Best practices before, during, and after +--- + + + + + +import InDocAd from './\_components/InDocAd'; + +As coding interviews mature over the years, there are now firmer expectations on how candidates should behave during a coding interview. Some of these practices also help you to exhibit "hire" signals to the interviewer by displaying your ability to communicate well and deal with roadblocks. + +Deriving the best practices from top candidates and also based on [how you will be evaluated during a coding interview](./coding-interview-rubrics.md), we have summarized some of the top tips for how to behave during a coding interview in an exhaustive checklist - including top mistakes to avoid. + +You should read and familiarize with this guide even before you start practicing your coding interview questions. Accompanying LeetCode grinding with this guide will allow you to ingrain these important coding interview behaviors early on. + +## What to do _before_ your coding interview + +- ✅ Dress comfortably. + > Usually you do not need to wear smart clothes, casual should be fine. T-shirts and jeans are acceptable at most places. +- ✅ Ensure you have read and prepared for your [self introduction](./self-introduction.md) and [final questions to ask](./final-questions.md). + +### For virtual onsite coding interviews + +
+
+ Summary of what to do before a virtual onsite coding interview +
What to do before a virtual onsite coding interview
+
+
+ +- ✅ Prepare pen and paper. + > In case you need to jot and visualize stuff. Drawings are especially helpful for trees / graphs questions +- ✅ Use earphones or headphones and make sure you are in a quiet environment. + > Avoid using speakers because if the echo is loud, communication is harder and participants repeating themselves will just result in loss of valuable time. +- ✅ Check that your internet connection is working. +- ✅ Check that your webcam and audio are working. +- ✅ Familiarize and set up shortcuts in the coding environment (CoderPad / CodePen). + > Set up the editor shortcuts, turn on autocompletion, tab spacing, etc. Interviewers are impressed if you know the shortcuts and use them well +- ✅ Turn off the webcam if possible. + > Most remote interviews will not require video chat and leaving it on only serves as a distraction and hogs network bandwidth. + +### For phone screen coding interviews + +
+
+ Summary of what to do before a phone screen coding interview +
What to do before a phone screen coding interview
+
+
+ +- ✅ Use earphones and put the phone on the table. + > Avoid holding a phone in one hand and only having one other hand to type +- ✅ Request for the option to use Zoom/Google Meet/Hangouts or Skype instead of a phone call. + > It is easier to send links or text across. + +### For onsite whiteboarding coding interviews + +- ✅ Learn about whiteboard space management. + > Leave space between lines of code in case you need to insert lines between existing code. + + + +## What to do _during_ your coding interview + +
+
+ Summary of what to do during a coding interview +
What to do during a coding interview
+
+
+ +### 1. Make a good self introduction at the start of the interview + +- ✅ Introduce yourself in a few sentences under a minute or 2. + > Follow our guide on how to make a good self introduction for software engineers +- ✅ Sound enthusiastic! + > Speak with a smile and you will naturally sound more engaging. +- ❌ Do not spend too long on your self introduction as you will have less time left to code. + +### 2. Upon receiving the question, make clarifications + +**Do not jump into coding right away.** Coding questions tend to be vague and underspecified on purpose to allow the interviewer to gauge the candidate's attention to detail and carefulness. Ask at least 2-3 clarifying questions. + +- ✅ Paraphrase and repeat the question back at the interviewer. + > Make sure you understand exactly what they are asking. +- ✅ Clarify assumptions (Refer to [algorithms cheatsheets](.//algorithms/study-cheatsheet.md) for common assumptions) + - > A tree-like diagram could very well be a graph that allows for cycles and a naive recursive solution would not work. Clarify if the given diagram is a tree or a graph. + - > Can you modify the original array / graph / data structure in any way? + - > How is the input stored? + - > If you are given a dictionary of words, is it a list of strings or a Trie? + - > Is the input array sorted? (e.g. for deciding between binary / linear search) +- ✅ Clarify input value range. + > Inputs: how big and what is the range? +- ✅ Clarify input value format + > Values: Negative? Floating points? Empty? Null? Duplicates? Extremely large? +- ✅ Work through a simplified example to ensure you understood the question. + > E.g., you are asked to write a palindrome checker, before coding, come up with simple test cases like "KAYAK" => true, "MOUSE" => false, then check with the interviewer if those example cases are in line with their expectations +- ❌ Do not jump into coding right away or before the interviewer gives you the green light to do so. + +### 3. Work out and optimize your approach with the interviewer + +The worst thing you can do next is jump straight to coding - interviewers expect there to be some time for a 2-way discussion on the correct approach to take for the question, including analysis of the time and space complexity. + +This discussion can range from a few minutes to up to 5-10 minutes depending on the complexity of the question. This also gives interviewers a chance to provide you with hints to guide you towards an acceptable solution. + +- ✅ If you get stuck on the approach or optimization, use [this structured way](./coding-interview-techniques.md) to jog your memory / find a good approach +- ✅ Explain a few approaches that you could take at a high level (don't go too much into implementation details). Discuss the tradeoffs of each approach with your interviewer as if the interviewer was your coworker and you all are collaborating on a problem. + > For algorithmic questions, space/time is a common tradeoff. Let's take the famous [Two Sum](https://leetcode.com/problems/two-sum/) question for example. There are two common solutions - (1) use nested for loops. This would be O(n2) in terms of time complexity and O(1) in terms of space. (2) In one pass of the array, you would hash a value to its index into a hash table. For subsequent values, look up the hash table to see if you can find an existing value that can sum up to the target. This approach is O(N) in terms of both time and space. Discuss both solutions, mention the tradeoffs and conclude on which solution is better (typically the one with lower time complexity) +- ✅ State and explain the time and space complexity of your proposed approach(es). + > Mention the Big O complexity for time and explain why (e.g O(n2) for time because there are nested for loops, O(n) for space because an extra array is created). Master all the time and space complexity using the [algorithm optimization techniques](./coding-interview-techniques.md#how-to-optimize-your-approach-or-solution). +- ✅ Agree on the most ideal approach and optimize it. Identify repeated/duplicated/overlapping computations and reduce them via caching. Refer to the page on [optimizing your solution](./coding-interview-techniques.md#how-to-optimize-your-approach-or-solution). +- ❌ Do not jump into coding right away or before the interviewer gives you the green light to do so. +- ❌ Do not ignore any piece of information given. +- ❌ Do not appear unsure about your approach or analysis. + + + +### 4. Code out your solution while talking through it + +- ✅ Only start coding after you have explained your approach and the interviewer has given you the green light. +- ✅ Explain what you are trying to achieve as you are coding / writing. Compare different coding approaches where relevant. + > In so doing, demonstrate mastery of your chosen programming language. +- ✅ Code / write at a reasonable speed so you can talk through it - but not too slow. + > You want to type slow enough so you can explain the code, but not too slow as you may run out of time to answer all questions +- ✅ Write actual compilable, working code where possible, not pseudocode. +- ✅ Write clean, straightforward and neat code with as few syntax errors / bugs as possible. + > Always go for a clean, straightforward implementation than a complex, messy one. Ensure you adopt a neat coding style and good coding practices as per language paradigms and constructs. Syntax errors and bugs should be avoided as much as possible. +- ✅ Use variable names that explain your code. + > Good variable names are important because you need to explain your code to the interviewer. It's better to use long variable names that explain themselves. Let's say you need to find the multiples of 3 in an array of numbers. Name your results array `multiplesOfThree` instead of array/numbers. +- ✅ Ask for permission to use trivial functions without having to implement them. + > E.g. `reduce`, `filter`, `min`, `max` should all be ok to use +- ✅ Write in a modular fashion, going from higher-level functions and breaking them down into smaller helper functions. + > Let's say you're asked to build a car. You can just write a few high level functions first: `gatherMaterials()`, `assemble()`. Then break down `assemble()` into smaller functions, `makeEngine()`, `polishWheels()`, `constructCarFrame()`. You could even ask the interviewer if it's ok to not code out some trivial helper functions. +- ✅ If you are cutting corners in your code, state that out loud to your interviewer and say what you would do in a non-interview setting (no time constraints). + > E.g., "Under non-interview settings, I would write a regex to parse this string rather than using `split()` which may not cover certain edge cases." +- ✅ [Onsite / Whiteboarding] Practice whiteboard space management +- ❌ Do not interrupt your interviewer when they are talking. Usually if they speak, they are trying to give you hints or steer you in the right direction. +- ❌ Do not spend too much time writing comments. +- ❌ Do not repeat yourself +- ❌ Do not use bad variable names. + - Do not use extremely verbose or single-character variable names, (unless they're common like `i`, `n`) variable names +- ❌ Do not copy and paste code without checking (e.g. some variables might need to be renamed after pasting). + +### 5. After coding, check your code and add test cases + +Once you are done coding, do not announce that you are done. Interviewers expect you to start scanning for mistakes and adding test cases to improve on your code. + +- ✅ Scan through your code for mistakes - such as off-by-one errors. + > Read through your code with a fresh pair of eyes - as if it's your first time seeing a piece of code written by someone else - and talk through your process of finding mistakes +- ✅ Brainstorm edge cases with the interviewer and add additional test cases. (Refer to [algorithms cheatsheets](.//algorithms/study-cheatsheet.md) for common corner cases) + > Given test cases are usually simple by design. Brainstorm on possible edge cases such as large sized inputs, empty sets, single item sets, negative numbers. +- ✅ Step through your code with those test cases. +- ✅ Look out for places where you can refactor. +- ✅ Reiterate the time and space complexity of your code. + > This allows you to remind yourself to spot issues within your code that could deviate from the original time and space complexity. +- ✅ Explain trade-offs and how the code / approach can be improved if given more time. +- ❌ Do not immediately announce that you are done coding. Do the above first! +- ❌ Do not argue with the interviewer. They may be wrong but that is very unlikely given that they are familiar with the question. + +### 6. At the end of the interview, leave a good impression + +- ✅ Ask good final questions that are tailored to the company. + > Read tips and [sample final questions to ask](./final-questions.md). +- ✅ Thank the interviewer +- ❌ Do not end the interview without asking any questions. + + + +## What to do _after_ your coding interview + +
+
+ Summary of what to do after a coding interview +
What to do after a coding interview
+
+
+ +- ✅ Record the interview questions and answers down as these can be useful for future reference. +- ✅ Send a follow up email or Linkedin invitation to your interviewer(s) thanking them for their time and the opportunity to interview with them. + > As an interviewer myself, these can leave a lasting impression on me. diff --git a/contents/coding-interview-prep.md b/contents/coding-interview-prep.md new file mode 100644 index 0000000000..86a1e5b1cf --- /dev/null +++ b/contents/coding-interview-prep.md @@ -0,0 +1,161 @@ +--- +id: coding-interview-prep +title: 'Coding interviews: Everything you need to prepare' +description: What to expect, how to prepare and how to excel in software Engineer coding interviews +keywords: + [ + coding interview prep, + coding interview, + software engineer interview prep, + software engineer coding interview, + technical interview prep, + technical interview, + questions to practice, + topics to study, + how to prepare for coding interview, + how to prepare for technical interview, + ] +sidebar_label: Step-by-step how to prepare +--- + + + + + +_The ultimate guide on how to efficiently prepare for your software engineering technical interview - coding test round._ + +If you have decided to embark on the arduous process of preparing for your coding interviews and you don't know how to maximize your time, this is the only guide you need to go from zero to hero on your coding test. + +import InDocAd from './\_components/InDocAd'; + +## What is a Software Engineering coding interview? + +Coding interviews are a form of technical interviews used to access a potential software engineer candidate's competencies through presenting them with programming problems. Typically, coding interviews have a focus on data structures and algorithms, while other technical rounds may encompass [system design](./system-design.md) (especially for middle to senior level candidates). + +A coding interview round is typically 30 - 45 minutes. You will be given a technical question (or questions) by the interviewer, and will be expected to write code in a real-time collaborative editor such as CodePen or CoderPad (phone screen / virtual onsite) or on a whiteboard (onsite) to solve the problem within 30–45 minutes. + +## How will you be evaluated during a coding interview? + +I have collated evaluation criteria across top tech companies and generalized them into a [coding interview evaluation rubric](./coding-interview-rubrics.md) you can use. Specific terminology or weightages may differ across companies, top tech companies always include the following criteria in their evaluation: + +1. **Communication** - Asking clarifying questions, communication of approach and tradeoffs clearly such that the interviewer has no trouble following. +1. **Problem solving** - Understanding the problem and approaching it systemically, logically and accurately, discussing multiple potential approaches and tradeoffs. Ability to accurately determine time and space complexity and optimize them. +1. **Technical competency** - Translating discussed solutions to working code with no significant struggle. Clean, correct implementation with strong knowledge of language constructs. +1. **Testing** - Ability to test code against normal and corner cases, self-correcting issues in code. + +Read more about [how you should behave in a coding interview to display hire signals](./coding-interview-cheatsheet.md). + + + +## How to best prepare for a coding interview? + +LeetCode by itself is actually not enough to prepare you well for your coding interviews. Diving straight into LeetCode and thinking you can complete all of the thousands of questions is a bad use of your time and will never prepare you as well as a structured approach. + +Given 30 min per question and an average of 3 hours practice a day, the average person will only manage to complete 160 questions within 3-4 weeks, and may not internalize the right approach or remember the questions they have practiced before. + +Instead, this is how to prepare for your Software Engineer coding interview: + +1. [Pick a good programming language to use](#pick-programming-language) +1. [Plan your time and tackle topics and questions in order of importance](#plan) +1. [Combine studying and practicing for a single topic](#study-and-practice) +1. [Accompany practice with coding interview cheat sheets to internalize the must-dos and must-remembers](#practice-with-cheatsheets) +1. [Prepare a good self introduction and final questions](#prepare-self-introduction) +1. [Try out mock coding interviews (with Google and Facebook engineers)](#mock-interviews) +1. [(If you have extra time) Internalize key tech interview question patterns](#question-patterns) + +### 1. Pick a good programming language to use {#pick-programming-language} + +A good programming language to use for coding interviews is one you are familiar with and is suitable for interviews. + +What determines if a programming language should be used for interviews? Generally, we want higher level languages that have many standard library functions and data structures and are therefore "easier" to code in. + +Recommended programming languages to use for coding interviews: Python, C++, Java, JavaScript + +Read more about [considerations for picking a programming language](./programming-languages-for-coding-interviews.md) here. + +### 2. Plan your time and tackle topics and questions in order of importance {#plan} + +How long does it take to prepare for a coding interview? It actually depends on how well prepared you want to be. On average, it takes about [30 hours to cover the bare minimum and ~100 hours to be well prepared](./coding-interview-study-plan.md). + +To start preparing for your coding interviews, always begin with a plan. Calculate the amount of time you have left to realistically prepare for your interview from now till the day of the coding test, and carefully make a plan of the topics and questions you will cover per day, prioritizing the most important ones first. + +But how do you know which are the most important topics and questions to practice based on the time you have left? You may use the free [Grind 75 tool](https://www.techinterviewhandbook.org/grind75) (built by me) which produces coding interview study plans for varying lengths of preparation time. The algorithm behind it includes a ranking of questions by priority and also a balance between breadth and depth of topics covered. + +If you have the luxury of time to prepare, it is recommended to spend around 3 months (2-3 hours per day) to prepare more holistically. I came up with a [personal 3-month study plan](./coding-interview-study-plan.md), which takes you from start to finish on which topics and questions to complete. + +### 3. Combine studying and practicing for a single topic {#study-and-practice} + +For the sake of memory retention and efficiency, it is best to study for a single concept and then immediately do relevant practice questions for that topic. + +Fortunately, there are already excellent coding interview preparation resources which enable you to do this very easily and systematically: + +1. [AlgoMonster](https://shareasale.com/r.cfm?b=1873647&u=3114753&m=114505&urllink=&afftrack=) +1. [Grokking the Coding Interview: Patterns for Coding Questions](https://designgurus.org/link/kJSIoU?url=https%3A%2F%2Fdesigngurus.org%2Fcourse%3Fcourseid%3Dgrokking-the-coding-interview) + +#### [AlgoMonster](https://shareasale.com/r.cfm?b=1873647&u=3114753&m=114505&urllink=&afftrack=) + +Apart from helping you master important coding interview data structures and algorithm questions through practice and easy to understand guides, AlgoMonster has the added perk of synthesizing [common interview question patterns](https://algo.monster/problems/stats) that you could apply to solve any other questions you have never encountered before. Made by Google engineers, this is definitely a quality platform to use as compared to the unstructured nature of LeetCode grinding. Data structures and algorithms questions are covered in all the common languages - Python, Java, C#, JavaScript, C++, Golang, and more. [**Join today for a 70% discount →**](https://shareasale.com/r.cfm?b=1873647&u=3114753&m=114505&urllink=&afftrack=) + +#### [Grokking the Coding Interview: Patterns for Coding Questions](https://designgurus.org/link/kJSIoU?url=https%3A%2F%2Fdesigngurus.org%2Fcourse%3Fcourseid%3Dgrokking-the-coding-interview) + +This course by Design Gurus expands upon the questions on the recommended practice questions but approaches the practicing from a questions pattern perspective, which is an approach I also agree with for learning and have personally used to get better at coding interviews. The course allows you to practice selected questions in Java, Python, C++, JavaScript and also provides sample solutions in those languages along with step-by-step visualizations. **Learn and understand patterns, not memorize answers!** [**Get lifetime access today →**](https://designgurus.org/link/kJSIoU?url=https%3A%2F%2Fdesigngurus.org%2Fcourse%3Fcourseid%3Dgrokking-the-coding-interview) + +### 4. Accompany practice with coding interview cheatsheets to internalize the must-dos and must-remembers {#practice-with-cheatsheets} + +To maximize what you get out of your practice, I recommend referring to the following coding interview cheatsheets _while_ you are studying and practicing: + +- **Coding interview techniques**: how to find a solution and optimize your approach +- **Coding interview best practices**: how to behave through the interview to exhibit hire signals +- **Algorithms study cheatsheets**: covers the best learning resources, must remembers (tips, corner cases) and must do practice questions for every data structure and algorithm + +#### Coding interview techniques + +Here is [list of around 10 techniques](./coding-interview-techniques.md) to do the 2 most important things you need to do in a coding interview: finding approaches to solve the problem presented, and optimizing the time and space complexity of your approaches. + +These techniques are useful to apply when you are given questions which you have never encountered before, and to get out of being stuck. + +#### Coding interview best practices + +Top tech companies evaluate candidates on 4 main criteria: communication, problem solving, technical competency and testing. To exhibit behaviors that fulfill these criteria, I have prepared a [coding interview best practices cheatsheet](./coding-interview-cheatsheet.md) which outlines what you should do before, during and after coding interviews. This is based on my personal experience as an interviewee as well as my observation of top candidates as an interviewer at Facebook. + +Using this guide to accompany practice ensures that you cultivate good habits and muscle memory with regards to interviews right from the beginning. + +#### Algorithms study cheatsheets for coding interviews + +These are actually the notes I personally collated for my own coding interview preparation. I have organized them into 1-pagers of the best study resources, best LeetCode questions to practice, and must-remembers (tips, corner cases) for every data structure and algorithm. They ensure that you internalize the most important concepts and get the most out of your preparation. [Check them out](./algorithms/study-cheatsheet.md). + +### 5. Prepare a good self introduction and final questions {#prepare-self-introduction} + +Self introductions and final questions to ask are almost always required at the start and end of any software engineering interview. As such, you should always spend some time to craft an excellent self introduction and set of final questions to ask. When done well, these can leave a good impression with the interviewer that can turn things to your favor. + +For the best software self introduction samples and tips, check out this [self introduction guide for software engineers](./self-introduction.md). Also check out samples of the best final questions to ask for software engineers in this [final questions guide](./final-questions.md). + +### 6. Try out mock coding interviews {#mock-interviews} + +Coding right in front of your interviewer can be a nerve-wracking experience especially if you have never done it before - which is why getting hands-on experience is so important. + +[interviewing.io](https://iio.sh/r/DMCa) is currently the best mock technical interview resource in the market. It allows you to book mock coding interviews with real Google and Facebook engineers, albeit anonymously. You could even book interviews for specific roles like Mobile, Front End, Engineering Management. Even better - if you want to have an easier transition into real world coding interview - you could view recorded interviews and see what phone interviews are like. + +Moreover, if you were to do very well on your mock interviews, you will be able to unlock the "jobs page" which allows you to book interviews directly with top companies like Uber, Lyft, Quora, Asana and more. I've used [interviewing.io](https://iio.sh/r/DMCa) both as an interviewer and an interviewee and found the experience to be excellent. + +Read more about [different mock coding interview platforms here](./mock-interviews.md). + +### 7. (If you have extra time) Internalize key tech interview question patterns {#question-patterns} + +Many coding interview solutions actually involve a similar set of key patterns - and learning them will help you solve any long tail problem that is outside the set of commonly asked coding interview questions. + +#### AlgoMonster + +Out of the resources on the internet - AlgoMonster is an excellent platform created by Google engineers. It uses a data-driven approach to condense software engineering coding interview questions into a set of key patterns, and summarized them into a structured, easy to digest course. Imagine LeetCode, but with only the key patterns you need to know. + +Best of all, AlgoMonster is not subscription-based - pay a one-time fee and get lifetime access. [Join today for a 70% discount →](https://shareasale.com/r.cfm?b=1873647&u=3114753&m=114505&urllink=&afftrack=) + +#### Grokking the Coding Interview: Patterns for Coding Questions + +This course by Design Gurus expands upon the questions on the recommended practice questions but approaches the practicing from a questions pattern perspective, which is an approach I also agree with for learning and have personally used to get better at coding interviews. The course allows you to practice selected questions in Java, Python, C++, JavaScript and also provides sample solutions in those languages. + +Learn and understand patterns, not memorize answers! [Join today for a 10% discount →](https://designgurus.org/link/kJSIoU?url=https%3A%2F%2Fdesigngurus.org%2Fcourse%3Fcourseid%3Dgrokking-the-coding-interview) + +--- + +And that is all from me - for more detail on each step of the software engineer coding interview preparation process, do dive into each topic within my handbook through the sidebar or by navigating to the next page! diff --git a/contents/coding-interview-rubrics.md b/contents/coding-interview-rubrics.md new file mode 100644 index 0000000000..28a640e15b --- /dev/null +++ b/contents/coding-interview-rubrics.md @@ -0,0 +1,155 @@ +--- +id: coding-interview-rubrics +title: How candidates are evaluated in coding interviews at top tech companies +description: Detailed coding interview rubrics collated from Google, Amazon, Apple, Netflix +keywords: + [ + coding interview rubric, + coding interview evaluation criteria, + coding interview criteria, + coding interview grading rubric, + technical interview rubric, + ] +sidebar_label: Coding interview rubrics +--- + + + + + +import InDocAd from './\_components/InDocAd'; + +Ever wondered how coding interviews are evaluated at top tech companies like Google, Amazon, Apple and Netflix? + +Across top tech companies, coding interview evaluation criteria actually does not differ to a great extent. While the exact terms used in the rubric could be different, the dimensions evaluated are roughly similar. + +I will go into detail on the general coding interview evaluation process across big tech companies in this guide. I've also included an [example rubric](./coding-interview-rubrics.md) you can use while practicing on your own or with your peers. + +If you haven't done so already, do refer to my [Coding interview best practices cheatsheet](./coding-interview-cheatsheet.md) which basically synthesizes what candidates should do to fulfill the evaluated criteria in coding interviews. + +## Candidate scoring methodology + +Generally across FAANG / MANGA companies, coding interview evaluation rubrics can be split broadly into 4 dimensions: + +1. Communication - Does the candidate make clarifications, communicate their approach and explain while coding? +1. Problem Solving - Does the candidate show they understand the problem and are able to come up with a sound approach, conduct trade-offs analysis and optimize their approach? +1. Technical Competency - How fast and accurate is the implementation? Were there syntax errors? +1. Testing - Was the code tested for common and corner cases? Did they self-correct bugs? + +There are 2 general methods of candidate scoring in coding interviews: + +1. Provide a score (e.g. 1-4) for every dimension and sum them up into an overall score +1. Provide an overall score (e.g. 1-4) based on overall performance across dimensions + +Regardless of the method used, the scoring bands are generally: + +- Strong hire +- Hire +- No hire +- Strong no hire + +Some companies may have a middle band for indecision when the interviewer feels that the candidate requires more assessment. + + + +## How does your score impact the result? + +Regardless of the scoring methodology, the final score is based on the overall performance across evaluated criteria (not purely through a certain mathematical cut-off). + +For each phone screen round, there's typically only 1 interviewer, hence if they don't give you a "pass" equivalent to "Leaning hire" and above, you would not proceed to the full interview loop. If there were no clear signals obtained from the round, you might be asked to do a follow up phone screen round. + +Most top tech companies allow candidates to go through every interview round in the full interview loop before making a decision based on the final package. If a candidate receives mixed results (some "pass" and some "fail") from different rounds, interviewers will convene for a discussion based on the signals you displayed. This is why your performance throughout the interview loop is important. + +In certain cases, like follow up phone screen rounds, candidates may be invited for additional assessment rounds if: + +- There were aspects that were missed out in the assessment e.g. 2 coding round interviewers gave very similar questions +- Candidate displayed mixed signals in particular areas and additional rounds are required to obtain more reliable signals + +Generally, your scores and feedback for each round are visible to all interviewers. Sometimes, interviewers can even see feedback from your interviews at the same company in the past to avoid asking the same question again. Companies want to see that you have grown as compared to the past. So if you got rejected in the past by a company, reflect on possible reasons and address them if/when you interview with that company again. + +## Detailed explanation of each evaluated criteria + +### 1. Communication + +Basic communication signals: + +- Asks appropriate clarifying questions +- Communicates approach, rationale and tradeoffs +- Constantly communicating, even while coding +- Well organized, succinct, clear communication + +| Score | Overall evaluation | +| --- | --- | +| Strong hire | Throughout the interview, communication was thorough, well-organized, succinct and clear in terms of thought process - including how they understand the question, their approach, trade-offs.
Interviewer had no challenge following and understanding the candidate's thought process at all. | +| Leaning hire | Throughout the interview, communication was sufficient, clear and organized.
However, the interviewer had to ask follow-up questions to understand the candidate on certain aspects such as their approach or thought process. | +| Leaning no hire | Throughout the interview, communication was (1 or more of the following): (1) Insufficient (e.g. jumped into coding without explaining), (2) Disorganized or unclear
Interviewer had difficulty following the candidate's thought process. | +| Strong no hire | Could not communicate with any clarity or stayed silent even when addressed by the interviewer.
Interviewer had extreme difficulty following the candidate's thought process. | + +### 2. Problem solving + +Basic problem solving signals: + +- Understands the problem quickly by asking good clarifying questions +- Approached the problem systematically and logically +- Was able to come up with an optimized solution +- Determined time and space complexity accurately +- Did not require any major hints from the interviewer + +Advanced problem solving signals: + +- Came up with multiple solutions +- Explained trade-offs of each solution clearly and correctly, concluded on which of them are most suitable for the current scenario +- Had time to discuss follow up problems/extensions + +| Score | Overall evaluation | +| --- | --- | +| Strong hire | No trouble achieving all basic problem solving signals and did so with enough time to achieve most advanced problem solving signals. | +| Leaning hire | Managed to achieve all basic problem solving signals but did not have sufficient time to achieve advanced problem solving signals. | +| Leaning no hire | Showed only some basic problem solving signals, failing to achieve the rest. | +| Strong no hire | Unable to solve the problem or did it without much explanation of their thought process. Approach was disorganized and incorrect. | + + + +### 3. Technical competency + +Basic technical competency signals: + +- Translates discussed solution into working code with minimal to no bugs +- Clean and straightforward implementation with no syntax errors and unnecessary code, good coding practices e.g. DRY (Don't repeat yourself), uses proper abstractions +- Neat coding style (proper indentation, spacing, variable naming, etc) + +Advanced technical competency signals: + +- Compares several coding approaches +- Demonstrates strong knowledge of language constructs and paradigms + +| Score | Overall evaluation | +| --- | --- | +| Strong hire | Demonstrated basic and advanced competency signals effortlessly. | +| Leaning hire | Demonstrated only basic technical competency signals, with some difficulty seen in translating approach to code. Suboptimal usage of language paradigms. | +| Leaning no hire | Struggled to produce a working solution in code. Multiple syntax errors and bad use of language paradigms. | +| Strong no hire | Could not produce a working solution in code. Major syntax errors and very bad use of language paradigms. | + +### 4. Testing + +Testing signals + +- Came up with more typical cases and tested their code against it +- Found and handled corner cases +- Identified and self-corrected bugs in code +- Able to verify correctness of the code in a systematic manner (e.g. acting like a debugger and stepping through each line, updating the program's state at each step) + +| Score | Overall evaluation | +| --- | --- | +| Strong hire | Demonstrated testing signals effortlessly. | +| Leaning hire | Had some difficulty demonstrating testing signals, such as not being able to identify all the relevant corner cases. | +| Leaning no hire | Conducted testing but did not handle corner cases. Not able to identify or correct bugs in code. | +| Strong no hire | Did not even test code against typical cases. Did not spot glaring bugs in the code and announced they are done | + +
+
+ Coding interview evaluation rubric for software engineers +
Sample coding interview evaluation rubric, for practice
+
+
diff --git a/contents/coding-interview-study-plan.md b/contents/coding-interview-study-plan.md new file mode 100644 index 0000000000..ce1b4f004b --- /dev/null +++ b/contents/coding-interview-study-plan.md @@ -0,0 +1,127 @@ +--- +id: coding-interview-study-plan +title: Coding interview study plan - what to study and practice based on time left +description: Study topics and practice questions based on time left to prepare for Software Engineer coding interviews +keywords: + [ + coding interview study plan, + what to study for coding interviews, + how to prepare for coding interviews, + what practice questions to do for coding interviews, + how to prepare for coding interviews in 3 months, + ] +sidebar_label: Study and practice plan +--- + + + + + +import InDocAd from './\_components/InDocAd'; import QuestionList from './\_components/QuestionList'; + +One of the most important questions to answer at the start of your coding interview preparation is: What study topics and practice questions should you do to most efficiently prepare for your coding interviews? + +There are plenty of resources on the internet, but it can be hard to know how they fit into the time you have left to prepare. Thankfully, this article will help you with that. + +I have personally gone through the dreaded Software Engineer interview process myself several times and prepared my own study plans, refining them each time. + +In this article, I will share the 3 month study plan that I personally use to prepare for my coding interviews. You will find the exact topics to study (with recommended links) and exact questions to practice (with practice links). + + + +## Recommended preparation time and approach + +How much time do you need to prepare for your coding interviews? Generally, 3 months (if you can dedicate 11 hours a week) is the recommended period of time for a more holistic preparation. I will be sharing recommended study plans for 3 months (recommended period), but you can generate study plans for practice questions for any time frame you need via the Grind 75 tool (built by me). More options like filtering by difficulty, topics, alternative grouping of questions can be found there. + +Regardless of how long you have, if you are unfamiliar with core data structures and algorithms knowledge, you are advised to revise them before starting on the coding interview questions practice. Different people have different styles of practicing and you should do what works best for you. The various possible approaches are: + +1. **Breadth-first preparation** - Revise every topic and then start practicing a variety of questions across all topics. This strategy is recommended if you have around a month to spare. +1. **Depth-first preparation** - Tackle one topic at a time - revise materials for a topic, practice lots of questions for that topic. After ensuring mastery of a topic, move on to the next topic. Repeat for all or selected topics. If you don't have much time, this might be the best way to prepare. You can focus on the High priority topics in our recommended study plan. +1. **Depth-first-then-breadth preparation** - Tackle one topic at a time - revise materials for a topic, practice a few questions for that topic. After ensuring mastery, move on to the next topic. Repeat for all topics. At the end, practice a variety of questions across all topics. This strategy takes more time than others, so it's recommended if you have more than a month. + +My personal recommendation would be the **Breadth-first preparation** or **Depth-first-then-breadth preparation**. It's important to have some form of breadth-level studying / practicing in your schedule so that you don't forget about the earlier topics as you move on to later topics. + + + +## The 3 month study plan - with recommended study resources and practice question links + +In each study plan, you will find a list of coding interview topics with resources and practice questions that you should work through **in order of priority** every week. + +To best utilize it, you should create a template where you break down the dates left and hours left per day, so that you can later fill in the topics/questions to cover per day. + +Keep the estimate relatively conservative so you don't end up burning out. + +### Week 1 - 4: Topical study + practice + +These are all the topics you should study, in order of priority. The learning resources linked are my algorithm cheatsheets - which give you an overview of must-remembers like time complexity, corner cases, and topic-specific useful techniques, as well as essential and recommended practice questions. + +Don't forget to apply behaviors from [coding interview best practices](./coding-interview-cheatsheet.md) and methods from [coding interview techniques](./coding-interview-techniques.md) early on while you practice! + +#### Week 1 + +| Topic | Priority | Time required | +| ---------------------------------------- | -------- | ------------- | +| [Array](./algorithms/array.md) | High | 2 hours | +| [String](./algorithms/string.md) | High | 3 hours | +| [Hash Table](./algorithms/hash-table.md) | Mid | 3 hours | +| [Recursion](./algorithms/recursion.md) | Mid | 3 hours | + +#### Week 2 + +| Topic | Priority | Time required | +| --- | --- | --- | +| [Sorting and searching](./algorithms/sorting-searching.md) | High | 3 hours | +| [Matrix](./algorithms/matrix.md) | High | 1 hour | +| [Linked List](./algorithms/linked-list.md) | Mid | 3 hours | +| [Queue](./algorithms/queue.md) | Mid | 2 hours | +| [Stack](./algorithms/stack.md) | Mid | 2 hours | + +#### Week 3 + +| Topic | Priority | Time required | +| ------------------------------ | -------- | ------------- | +| [Tree](./algorithms/tree.md) | High | 4 hours | +| [Graph](./algorithms/graph.md) | High | 4 hours | +| [Heap](./algorithms/heap.md) | Mid | 3 hours | +| [Trie](./algorithms/trie.md) | Mid | 3 hours | + +#### Week 4 + +| Topic | Priority | Time required | +| --- | --- | --- | +| [Interval](./algorithms/interval.md) | Mid | 2 hours | +| [Dynamic programming](./algorithms/dynamic-programming.md) | Low | 4 hours | +| [Binary](./algorithms/binary.md) | Low | 2 hours | +| [Math](./algorithms/math.md) | Low | 1 hour | +| [Geometry](./algorithms/geometry.md) | Low | 1 hour | + + + +### Week 5 - 12: In-depth practice + +Here, I listed 75 questions that you should do to be fully prepared for your coding interviews. This list of questions are generated from the [**Grind 75 tool**](https://www.techinterviewhandbook.org/grind75/) (built by me), which generates recommended study plans for coding interviews based on the time you have left. More options like filtering by difficulty, topics, alternative grouping of questions can be found there. + +- If you followed the Week 1 - 4 study plan, you would have done some of these questions here. Feel free to skip them or do them again. +- Feel free to skip the dynamic programming questions if you haven't studied them or feel that they won't be relevant. Many dynamic programming questions can be solved with recursion / backtracking anyway. + +Don't forget to apply behaviors from [coding interview best practices](./coding-interview-cheatsheet.md) and methods from [coding interview techniques](./coding-interview-techniques.md) early on while you practice! + +We recommend using the [**Grind 75**](https://www.techinterviewhandbook.org/grind75/) tool which allows you to keep track of your practice progress. + + + +## Factor time for your self introduction, final questions and mock coding interviews + +Besides studying and practicing for coding interviews, you should also prepare your self introduction, final questions, and try out mock coding interviews. + +### Prepare self introduction and final questions to ask + +I would suggest around 3 hours to craft your self introduction and also prepare some final questions to ask. You may refer to this [self introduction guide](./self-introduction.md) and [final questions to ask guide](./final-questions.md) which should help you complete these steps fairly quickly. + +### Schedule mock coding interviews + +You should start scheduling for mock coding interviews when you are 60% through your coding interview studying and practicing plan. Interview slots are typically provided by interviewers, so you can view them in advance and book them. The platform I have personally used and recommend is [interviewing.io](https://iio.sh/r/DMCa). Read more about [different mock coding interview platforms here](./mock-interviews.md). diff --git a/contents/coding-interview-techniques.md b/contents/coding-interview-techniques.md new file mode 100644 index 0000000000..9e90f4eeb3 --- /dev/null +++ b/contents/coding-interview-techniques.md @@ -0,0 +1,286 @@ +--- +id: coding-interview-techniques +title: Top techniques to approach and solve coding interview questions +description: Learn methods to find solutions for coding interview problems and optimize their time and space complexity +keywords: + [ + how to approach a coding interview question, + how to solve any coding interview question, + coding interview practice, + coding interview questions, + optimize time complexity, + optimize space complexity, + optimize time and space complexity, + ] +sidebar_label: Techniques to solve questions +--- + + + + + +import InDocAd from './\_components/InDocAd'; + +The biggest fear most candidates will have during a coding interview is: what if I get stuck on the question and don't know how to do it? Fortunately, there are structured ways to approach coding interview questions that will increase your chances of solving them. From how to find a solution or approach, to optimizing time and space complexity, here are some of the top tips and best practices that will help you solve coding interview questions. + +## How to find solutions to coding interview problems + +When given a coding interview question, candidates should start by asking clarifying questions and discussing a few possible approaches with their interviewers. However, this is where most candidates tend to get stuck. Thankfully, there are ways to do this in a structured manner. + +Note that not all techniques will apply to every coding interview problem, and you can also use multiple techniques on one single problem! As you apply these techniques during your practice, you will develop the intuition for which technique will be useful for the problem at hand. + +### 1. Visualize the problem by drawing it out + +Ever wondered why coding interviews are traditionally done on whiteboards and videos explaining answers to coding questions tend to use diagrams? Whiteboards make it easy to draw diagrams which helps with problem solving! A huge part of coding is understanding how the internal state of a program changes and diagrams are super useful tools for representing the internal data structures state. If you are having a hard time understanding how the solution is obtained, come up with a visual representation of the problem and if necessary, the internal states at each step. + +This technique is especially useful if the input involves trees, graphs, matrices, linked lists. + +#### Example + +How would you [return all elements of a matrix in spiral order](https://leetcode.com/problems/spiral-matrix/)? Drawing out the matrix and the steps your iterator needs to take in each direction will help tremendously in allowing you to see the pattern. + +### 2. Think about how you would solve the problem by hand + +Solving the problem by hand is about solving the problem without writing any code, like how a non-programmer would. This already happens naturally most of the time when you are trying to understand the example given to you. + +What some people don't realize is that sometimes a working solution is simply a code version of the manual approach. If you can come up with a concrete set of rules around the approach that works for every example, you can write the code for it. While you might not arrive at the most efficient solution by doing this, it's a start which will give you some credit. + +#### Example + +How do you [validate if a tree is a valid Binary Search Tree](https://leetcode.com/problems/validate-binary-search-tree/) without writing any code? You first check if the left subtree contains only values less than the root, then check that the right subtree contains only values bigger than the root, then repeat for each node. This process seems feasible. Now you just have to turn this process into code. + +### 3. Come up with more examples + +Coming up with more examples is something useful you can do regardless of whether you are stuck or not. It helps you to reinforce your understanding of the question, prevents you from prematurely jumping into coding, helps you to identify a pattern which can be generalized to any input, which is the solution! Lastly, the multiple examples can be used as test cases at the end when verifying your solution. + + + +### 4. Break the question down into smaller independent parts + +If the problem is large, start with a high-level function and break it down into smaller constituting functions, solving each one separately. This prevents you from getting overwhelmed with the details of doing everything at once and keeps your thinking structured. + +Doing so also makes it clear to the interviewer that you have an approach, even if you don't manage to finish coding all of the smaller functions. + +#### Example + +The [Group Anagrams](https://leetcode.com/problems/group-anagrams/) problem can be broken down into two parts - hashing a string, grouping the strings together. Each part can be solved separately with independent implementation details. You could start off with this code: + +```py +def group_anagrams(strings): + def hash(string): + # Fill in later + pass + + def group_strings(strings_hashes): + # Fill in later + pass + + strings_hashes = [(string, hash(string)) for string in strings] + return group_strings(strings_hashes) +``` + +And proceed to fill in the implementation of each function. However, do note that sometimes the most efficient solutions will require you to break some abstractions and do multiple operations in one pass of the input. If your interviewer asks you to optimize based on your well-abstracted solution, that is one possible path forward. + +### 5. Apply common data structures and algorithms at the problem + +Unlike real-world software engineering where the problems are usually open-ended and might not have clear solutions, coding interview problems tend to be smaller in nature and are designed to be solvable within the duration of the interview. You can also expect that the knowledge required to solve the problem is not out of this world and they would have been taught during college. Thankfully, the number of common data structures and algorithms is finite and a hacky approach which works from my experience is to try going through all the common data structures and applying them to the problem. + +These are the data structures to keep in mind and try, in order of frequency they appear in coding interview questions: + +- **Hash Maps**: Useful for making lookup efficient. This is the most common data structure used in interviews and you are guaranteed to have to use it. +- **Graphs**: If the data is presented to you as associations between entities, you might be able to model the question as a graph and use some common graph algorithm to solve the problem. +- **Stack and Queue**: If you need to parse a string with nested properties (such as a mathematical equation), you will almost definitely need to use stacks. +- **Heap**: Question involves scheduling/ordering based on some priority. Also useful for finding the max K/min K/median elements in a set. +- **Tree/Trie**: Do you need to store strings in a space-efficient manner and look for the existence of strings (or at least part of them) very quickly? + +**Routines** + +- Sorting +- Binary search: Useful if the input array is sorted and you need to do faster than O(n) searches +- Sliding window +- Two pointers +- Union find +- BFS/DFS +- Traverse from the back +- Topological Sorting + +In future we will add tips on how to better identify the most relevant data structures and routines based on the problem. + + + +## How to optimize your approach or solution + +After you've come up with an initial solution to the coding interview problem, your interviewer would most likely prompt you to optimize the solution by asking "Can we do better". The following techniques help you further optimize the time and space complexity of your solution: + +### How to optimize time complexity + +#### 1. Identify the Best Theoretical Time Complexity of the solution + +The Best Theoretical Time Complexity (BTTC) of a solution is a time complexity you know that you cannot beat. + +Some simplified examples: + +- The BTTC of finding the sum of numbers in array is O(n) because you have to look at every value in the array at least once +- The BTTC of finding the [number of groups of anagrams](https://leetcode.com/problems/group-anagrams/) is O(nk) where n is the number of words and k is the maximum number of letters in a word because you have to look at each word at least once and look at each character in each word at least once +- The BTTC of finding the number of islands in a matrix is O(nm) where n is the number of rows and m is the number of columns because you have to look at each cell in the matrix at least once + +Why is it important to know the BTTC? So that you don't go down the rabbit hole of trying to find a solution that is faster than the BTTC. The fastest practical solution can only ever be as fast as the BTTC, not faster than the BTTC. The BTTC is not necessarily achievable in practice (hence theoretical), it just means you can never find a real solution that is faster than it. If your initial solution is slower than the BTTC, there could be opportunities to improve such that you can attain the BTTC (but not always the case). It wouldn't hurt to mention the BTTC to your interviewer, which will be taken as a positive signal and also to remind yourself that you should not try to come up with something faster than the BTTC. + +Some people might think that the BTTC is simply the total number of elements in a data structure, because you need to go through each element once. This is **not always true**. The most famous example would be finding a number in a sorted array of numbers. The sorted property changes things a whole lot: + +- Finding a number would be O(log(n)) because you can use a binary search. +- Finding the largest number would be O(1) because it is the last value in the array. + +This is why it is important to pay attention to every detail given about the question. Be careful not to determine the incorrect BTTC due to lack of attention to the question details! + +With the correct BTTC determined, you now know the time complexity of the optimal solution lies between your initial solution and the BTTC and can work your way towards it. If your solution already has the BTTC and the interviewer is asking you to optimize further, there are usually two things they are looking out for: + +- Do even less work. Your solution could be O(n) but making two passes of the array and the interviewer is looking for the solution that uses a single pass. +- Use less space. Refer to the section below on optimizing space complexity. + +#### 2. Identify overlapping and repeated computation + +A naive/brute force solution often executes the same operation over and over again. When the code is doing an expensive operation that has been done before, take a moment to step back and consider if you can reuse results from previous computations. Dynamic programming (DP) is the most obvious type of questions you can entirely leverage past computations. There are non-DP questions that can leverage this technique too, although not as straightforward and might require a preprocessing step. + +##### Example + +The [Product of Array Except Self](https://leetcode.com/problems/product-of-array-except-self/) question is a good example of a problem which contains overlapping/repeated work. To get the value for an index, you need to multiply the values at all other positions. Doing this for every value in the array would take O(n2) time. However, see that: + +- `result[n]`: `Product(nums[0] … nums[n-1]) * Product(nums[n + 1] … nums[N - 1])` +- `result[n + 1]`: `Product(nums[0] … nums[n]) * Product(num[n + 2] … nums[N - 1])` + +There's a ton of duplicated work in computing the `result[n]` vs `result[n + 1]`! This is an opportunity to reuse earlier computations made while computing `result[n]` to compute `result[n + 1]`. Indeed, we can make use of a prefix array to help us arrive at the final solution in O(n) time at the cost of more space. + +#### 3. Try different data structures + +Choice of data structures is key to coding interviews. It can help you to reach a solution for the problem, it can also help you to optimize your existing solution. Sometimes it's worth going through the exercise of iterating through the data structures you know once again. + +Is lookup time slowing your algorithm down? In general, most lookup operations should be O(1) with the help of a hash table. If the lookup operation in your solution is the bottleneck to your solution's time complexity, more often than not, you can use a hash table to optimize the lookup. + +##### Example + +The [K Closest Points to Origin](https://leetcode.com/problems/k-closest-points-to-origin/) question can be solved in a naive manner by calculating the distance of each point, sorting them and then taking the K smallest values. This takes O(nlog(n)) time because of the sorting. However, by using a Heap data structure, the time complexity can be reduced to O(nlog(k)) as adding/removing from the heap only takes O(log(k)) time when the size of the heap is capped at K elements. Changing the data structure made a whole ton of difference to the efficiency of the algorithm! + +#### 4. Identify redundant work + +Here are a few examples of code which is doing redundant work. Although making these mistakes might not change the overall time complexity of your code, you are also evaluated on coding abilities, so it is important to write as efficient code as possible. + +##### Don't check conditions unnecessarily + +These are Python examples where the second check is redundant. + +- `if not arr and len(arr) == 0` - the first check already ensures that the array is empty so there is no need for the second check. +- `x < 5 and x < 10` - the second check is a subcondition of the first check. + +##### Mind the order of checks + +- `if slow() or fast()` - There are two operations in this check, of varying durations. As long as one of the operations evaluates to `true`, the condition will evaluate to `true`. Most computers execute operations in order from left to right, hence it is more efficient to put the `fast()` on the left. +- `if likely() and unlikely()` - This example uses a similar argument as above. If we execute `unlikely()` first and it is `false`, we don't have to execute `likely()`. + +##### Don't invoke methods unnecessarily + +If you have to refer to a property multiple times in your function and that property has to be derived from a function call, cache the result as a variable if the value doesn't change throughout the lifetime of the function. The length of the input array is the most common example. Most of the time, the length of the input array doesn't change, declare a variable at the start called `length = len(array)` and use `length` in your function instead of calling `len(array)` every time you need it. + +##### Early termination + +Early termination. Stop after you already have the answer, return the answer immediately. Here's an example of leveraging early termination. Consider this basic question "Determine if an array of strings contain a string regardless of case sensitivity". The code for it: + +```py +def contains_string(search_term, strings): + result = False + for string in strings: + if string.lower() == search_term.lower(): + result = True + return result +``` + +Does this code work? Definitely. Is this code as efficient as it can be? Nope. We only need to know if the search term exists in the array of strings. We can stop iterating as soon as we know that there exists the value. + +```py +def contains_string(search_term, strings): + for string in strings: + if string.lower() == search_term.lower(): + return True # Stop comparing the rest of the array/list because the result won't change. + return False +``` + +Most people already know this and already do this outside of an interview. However, in a stressful interview environment, people tend to forget the most obvious things. Terminate early from loops where you can. + +##### Minimize work inside loops + +Let's further improve on the example above to solve the question "Determine if an array of strings contain a string regardless of case sensitivity". + +```py +def contains_string(search_term, strings): + for string in strings: + if string.lower() == search_term.lower(): + return True + return False +``` + +Note that you are calling `search_term.lower()` once per loop of the for loop! It's a waste because the `search_term` doesn't change throughout the lifecycle of the function. + +```py +def contains_string(search_term, strings): + search_term_lowercase = search_term.lower() + for string in strings: + if string.lower() == search_term_lowercase: + return True + return False +``` + +Minimize work inside loops and don't redo work you have already done if it doesn't change. + +##### Be lazy + +Lazy evaluation is an evaluation strategy which delays the evaluation of an expression until its value is needed. Let's use the same example as above. We could technically improve it a little bit: + +```py +def contains_string(search_term, strings): + if len(strings) == 0: + return False + # Don't have to change the search term to lower case if there are no strings at all. + search_term_lowercase = search_term.lower() + for string in strings: + if string.lower() == search_term_lowercase: + return True + return False +``` + +This is considered a micro-optimization and most of the time, `strings` won't be empty, but I'm using it to illustrate the example where you don't have to do certain computations if they aren't needed. This also applies to initialization of objects that you will need in your code (usually hash tables). If the input is empty, there's no need to initialize any variables! + + + +### How to optimize space complexity + +Most of the time, time complexity is more important than space complexity. But when you have already reached the optimal time complexity, the interviewer might ask you to optimize the space your solution is using (if it is using extra space). Here are some techniques you can use to improve the space complexity of your code. + +#### 1. Changing data in-place/overwriting input data + +If your solution contains code to create new data structures to do intermediate processing/caching, memory space is being allocated and can sometimes be seen as a negative. A trick to get around this is by overwriting values in the original input array so that you are not allocating any new space in your code. However, be careful not to destroy the input data in irreversible ways if you need to use it in subsequent parts of your code. + +A possible way which works (but you should never use outside of coding interviews) is to mutate the original array and use it as a hash table to store intermediate data. Refer to the example below. + +Note that in Software Engineering, mutating input data is generally frowned upon and makes your code harder to read and maintain, so changing data in-place is mostly something you should do only in coding interviews. + +#### Example + +The [Dutch National Flag](https://leetcode.com/problems/sort-colors/) problem could be easily solved with O(n) time and O(n) space by creating a new array and filling it up with the respective values in a sorted fashion. As an added challenge and space optimization, the interviewer will usually ask for an O(n) time and O(1) space solution which involves sorting the input array in-place. + +An example of using the original array as a hash table is the [First Missing Positive](https://leetcode.com/problems/first-missing-positive) question. After the first for loop, all the values in the array are positive, and you can indicate presence of a number by negating the value at the index corresponding to the number. To indicate 4 is present, negate `nums[4]`. + +#### 2. Change a data structure + +Data structures again!? Yes, data structures again! Data structures are so fundamental to coding interviews and mastery of it makes or breaks your interview performance. Are you using the best data structure possible for the problem? + +#### Example + +You're given a list of strings and want to find how many of these strings start with a certain prefix. What's an efficient way to store the strings so that you can compute your answer quickly? A [Trie](https://leetcode.com/problems/implement-trie-prefix-tree/) is a tree-like data structure that is very efficient for storing strings and also allows you to quickly compute how many strings start with a prefix. + +## Next Steps + +If you haven't already, I recommend you check out my [free structured guide for coding interviews](./software-engineering-interview-guide.md), which contains step by step guidance such as: + +- [How to make an efficient plan for your coding interview preparation](./coding-interview-study-plan.md) - including priority of topics and questions to study, based on the time you have left +- [Coding interview best practices cheatsheet](./coding-interview-cheatsheet.md) - including how to behave during a coding interview to exhibit hire signals +- [Algorithms cheatsheets](./algorithms/study-cheatsheet.md) - including the must-remembers that you should internalize for every data structure diff --git a/contents/coding-interview.md b/contents/coding-interview.md deleted file mode 100644 index 96c692f453..0000000000 --- a/contents/coding-interview.md +++ /dev/null @@ -1,31 +0,0 @@ ---- -id: coding-interview -title: Coding interviews -sidebar_label: Overview -keywords: - [ - algorithm, - coding, - interview, - questions, - leetcode, - blind 75, - technical, - programming, - ] ---- - - - All you need to know about acing the coding interview | Tech Interview Handbook - - - -Coding interviews are tough. But fortunately, there's a tried and proven method to get better at them. With a combination of studying, practicing questions and doing mock interviews, getting that dream job can become a reality. - -1. Decide on a [programming language](./picking-a-language.md) -1. Study [Computer Science fundamentals](./study-and-practice.md) -1. [Practice](./study-and-practice.md) solving algorithm questions -1. Internalize the [Do's and Don'ts of interviews](./cheatsheet.md) -1. Know what [signals and behaviors](./coding-signals.md) interviewers are looking out for -1. Practice doing [mock interviews](./mock-interviews.md) -1. Interview successfully to get the job diff --git a/contents/coding-signals.md b/contents/coding-signals.md deleted file mode 100644 index 629457ecc4..0000000000 --- a/contents/coding-signals.md +++ /dev/null @@ -1,110 +0,0 @@ ---- -id: coding-signals -title: Coding interview signals -keywords: [algorithm, coding, interview, signals, behavior] -toc_max_heading_level: 2 ---- - - - Signals interviewers look out for during coding interviews | Tech Interview Handbook - - - -The point of interviews is for interviewers to extract signals from certain candidate behaviors. In coding interviews, the signals can be broadly classified into the following categories: Problem Solving, Technical Competency, Testing, and Communication. - -When interviewers take down interview feedback, these are likely what is on their feedback sheet. - -Refer to the [Meta/Facebook's Onsite Interview Guide](https://www.metacareers.com/swe-prep-onsite/) for more information. - -## Communication - -### Clarify problem - -- 👍 Appropriately asked good, clarifying questions about the problem -- 👎 Failed to confirm understanding/ask appropriate questions - -### Communicating approach - -- 👍 Able to explain overall approach, technical terms, and acronyms (where applicable) -- 👎 Failed to effectively explain overall approach, technical terms, and acronyms (where applicable) - -### Explains while coding - -- 👍 Explains what the code is doing while coding, especially for parts that aren't obvious -- 👎 Keeps silent during coding, or just reading out the code without much explanation - -## Problem solving - -### Understanding the problem - -- 👍 Understood the key aspects of the problem quickly -- 👎 Had difficulty in understanding the key aspects of the problem - -### Solution/approach - -- 👍 Approached the problem in a systematic and logical manner -- 👎 Did not demonstrate a logical thought process for approaching the problem - -### Trade-offs analysis - -- 👍 Came up with multiple solutions and explained the trade-offs of each clearly and correctly -- 👎 Failed to describe trade-offs of different solutions - -### Improving the solution - -- 👍 Suggested a more efficient solution when prompted, or proactively coming up with a better solution -- 👎 Had difficulty in coming up with a more efficient solution even after being prompted - -### Complexity analysis - -- 👍 Able to determine the algorithmic time and space complexity -- 👎 Was not able to determine the algorithmic time and space complexity (explain why TC came up with such an answer) - -### Hinting - -- 👍 Did not require any major hints -- 👎 Needed plenty of hints - -## Technical competency - -### Speed - -- 👍 Quickly implemented a working solution -- 👎 Was not able to complete the solution - -### Correctness/Accuracy - -- 👍 Implemented the solution correctly (e.g., working solution, minimal bugs) -- 👎 Unable to correctly implement a solution (e.g., non-working solution, incorrect logic, and/or serious bugs) - -### Mastery of chosen programming language - -- 👍 Demonstrated mastery of the chosen programming language -- 👎 Does not seem to be familiar with the chosen programming language - -### Implementation - -- 👍 Implementation was clean and straightforward -- 👎 Implementation was unnecessarily complex and/or messy - -### Coding style - -- 👍 Coding style was neat (proper indentation, spacing, and no bad practices) -- 👎 Coding style was messy (inconsistent indentation, weird spacings, etc.) - -## Testing - -### Common cases - -- 👍 Tested their code against various typical cases -- 👎 Failed to test the code against typical cases - -### Corner cases - -- 👍 Found and handled corner/edge cases -- 👎 Failed to consider corner/edge cases - -### Self-correction - -- 👍 Identified and corrected bugs in the code (where applicable) -- 👎 Not able to discover and fix bugs even after being hinted/prompted diff --git a/contents/cover-letter.md b/contents/cover-letter.md deleted file mode 100644 index fa1ab927a3..0000000000 --- a/contents/cover-letter.md +++ /dev/null @@ -1,10 +0,0 @@ ---- -id: cover-letter -title: Cover letter ---- - -- A short introduction describing who you are and what you're looking for -- What projects have you enjoyed working on? -- Which have you disliked? What motivates you? -- Links to online profiles you use (GitHub, Twitter, etc) -- A description of your work history (whether as a resume, LinkedIn profile, or prose) diff --git a/contents/during-coding-interview.md b/contents/during-coding-interview.md deleted file mode 100644 index 26d6d882bd..0000000000 --- a/contents/during-coding-interview.md +++ /dev/null @@ -1,86 +0,0 @@ ---- -id: during-coding-interview -title: During the coding interview -description: The coding interview can be divided into stages, follow these recommended steps for each stage to ace the coding interview ---- - - - What to do during the coding interview | Tech Interview Handbook - - - -Congratulations, you are ready to put your practice to the test! In a real coding interview, you will be given a technical question (or questions) by the interviewer, write code in a real-time collaborative editor (phone screen/virtual onsite) or on a whiteboard (onsite) to solve the problem within 30–45 minutes. This is where the real fun begins! - -Your interviewer will be looking out for signals that suggest you fit the requirements of the role and it is up to you to display those signals to them. Initially it may feel weird to be talking while you are coding as most programmers do not have the habit of explaining out loud as they are typing code. However, it is hard for the interviewer to know what you are thinking just by looking at the code that you type. If you communicate your approach to the interviewer before you start coding, you can validate your approach with them and the both of you can agree upon an acceptable approach. - -## Before the interview (remote) - -For phone screens/remote interviews, prepare paper and pen/pencil to jot down and visualize stuff. If you are given a question on trees and graphs, it usually helps if you draw out some examples of the data structure given in the question. - -Use earphones and make sure you are in a quiet environment. You definitely do not want to be holding a phone in one hand and only having the other hand to type. Try avoiding using speakers because if the echo is bad, communication is harder and repeating of words will just result in loss of valuable time. - -## Self introduction - -Prepare a self introduction by following the [self introduction section](./self-introduction.md). - -## Upon receiving the question - -Many candidates jump into coding the moment they hear the question. That is usually a big mistake. Take a moment to repeat the question back at the interviewer and make sure that you understand exactly what they are asking. Repeating back/rephrasing the question will reduce chances of miscommunication. - -Always seek clarification about the question upon hearing it even if it you think it is clear to you. You might discover something that you have missed out and it also sends a signal to the interviewer that you are a careful person who pays attention to details. Some interviewers deliberately omit important details to see if you ask the right questions. - -Some common questions you can ask: - -- How big is the size of the input? -- How big is the range of values? -- What kind of values are there? Are there negative numbers? Floating points? Will there be empty inputs? -- Are there duplicates within the input? -- What are some extreme cases of the input? -- Can I destroy the original array/graph/data structure? -- How is the input stored? If you are given a dictionary of words, is it a list of strings or a Trie? -- If the input appears to be sorted, clarify if that is expected - -After you have sufficiently clarified the scope and intention of the problem, explain your high level approach to the interviewer even if it is a naive solution. If you are stuck, consider various approaches and explain out loud why it will/will not work. Sometimes your interviewer might drop hints and lead you towards the right path. - -Start with a brute force approach, communicate it to the interviewer, explain the time and space complexity and why it is bad. It is unlikely that the brute force approach will be one that you will be coding. At this point, the interviewer will usually pop the dreaded "Can we do better?" question, meaning that they are looking for a more optimal approach. In my opinion, this is usually the hardest part of the interview. In general, look for repeated work and try to optimize them by potentially caching the calculated result somewhere and reference it later, rather than having to compute it all over again. There are some tips on tackling topic-specific questions that I dive into details below. - -Only start coding after you and your interviewer have agreed on an approach and they have given you the green light. - -## What to do when stuck - -Getting stuck during coding interviews is extremely common. But do not worry, that is part of the process and is a test of your problem solving abilities. Here are some tips to try out when you are stuck: - -- Talk through what you initially thought might work and explain why it doesn't - - This can help guide you on the right track by avoiding the pitfalls -- Come up with more test cases and write them down - - A pattern may emerge -- Think about how you would solve it without a program - - You may spot a pattern and come up with a general algorithm for it -- Recall past questions related to the topic, what similar questions in the past have you encountered and what techniques did you use to solve them? -- Enumerate through the common data structures and algorithms whether they can be applied to the question. There really aren't that many - stack, queue, dictionary, heap, graph, etc. - - Dictionaries/maps are extremely common in making algorithms more efficient - - If the input appears to be sorted (or partially sorted), binary search should be one of the first things to try -- Look out for repeated work and determine if you can cache those computations - - Trade off memory for speed - -## While coding - -Write your code with a neat coding style (consistent indentation, spacing around your operators). Reading code written by others is usually not an enjoyable task. Reading horribly-formatted code by others makes it worse. Your goal is to make your interviewer understand the code you have written so that they can quickly evaluate if your code does what you say it does and whether it solves the given problem. Use clear variable names, avoid single letter names unless they are for iteration. However, if you are coding on a whiteboard, you might not want to use extremely verbose variable names for the sake of reducing the amount you have to write. Abbreviations are usually fine if you explain what it means beforehand. - -Always be explaining what you are currently writing/typing to the interviewer. This is not about literally reading out what you are typing to the interviewer. Talk about the section of the code you are currently implementing at a higher level, explain why it is written as such and what it is trying to achieve. - -While coding, if you find yourself copying and pasting code, consider whether it is necessary. If you find yourself copying and pasting one large chunk of code spanning multiple lines, it is usually an indicator that you can refactor by extracting those lines into a function and defining parameters for the differences in them. If it is just a single line you copied, usually it is fine. Do remember to change the respective variables in your copied line of code where relevant. Copy-paste errors are a common source of bugs even in day-to-day coding! - -## After coding - -After you have finished coding, do not immediately announce to the interviewer that you are done. In most cases, your code is usually not perfect and contains some bugs or syntax errors. What you need to do now is to review your code. - -Firstly, look through your code from start to finish as if it is the first time you are seeing it, as if it was written by someone else and you are trying to spot bugs in it. That's exactly what your interviewer will be doing. Look through and fix any minor issues you may find. - -Next, take the initiative to come up with small test cases and step through the code (not your algorithm!) with those sample input. What interviewers usually do after you have finished coding would be to get you to write tests. It is a huge plus if you write tests for your code even **before** they prompt you to do so. You should be emulating a debugger when stepping through and jot down or say out the values of the important variables as you step through the lines of code. - -If there are huge duplicated chunks of code in your solution, it would be a good chance to refactor it and demonstrate to the interviewer that you are one who values code quality. Also look out for places where you can do [short-circuit evaluation](https://en.wikipedia.org/wiki/Short-circuit_evaluation). - -Lastly, give the time/space complexity of your code and explain why it is such. You can even annotate certain chunks of your code with the various time/space complexities to demonstrate your understanding of your code and the APIs of your chosen programming language. Explain any trade-offs in your current approach vs alternative approaches, possibly in terms of time/space. - -If your interviewer is happy with the solution, the interview usually ends here. It is also not uncommon that the interviewer asks you extension questions, such as how you would handle the problem if the whole input is too large to fit into memory, or if the input arrives as a stream. This is a common follow-up question at Google where they care a lot about scale. The answer is usually a divide-and-conquer approach — perform distributed processing of the data and only read certain chunks of the input from disk into memory, write the output back to disk, and combine them later on. Being able to solve these extension questions will indicate that you are a strong candidate which will likely lead to a better offer. diff --git a/contents/engineering-levels.md b/contents/engineering-levels.md index 764ba246b5..eca2bd9bfb 100644 --- a/contents/engineering-levels.md +++ b/contents/engineering-levels.md @@ -49,3 +49,6 @@ _Work in progress_ - [Software Engineering Salaries at Google](https://careerkarma.com/blog/software-engineering-salary-google/) - [Dropbox Engineering Career Framework](https://dropbox.github.io/dbx-career-framework/overview.html) +- [Engineering Levels at SoundCloud](https://developers.soundcloud.com/blog/engineering-levels) +- [Every Public Engineering Career Ladder](https://www.swyx.io/career-ladders) +- [progression.fyi](https://progression.fyi/) diff --git a/contents/final-questions.md b/contents/final-questions.md new file mode 100644 index 0000000000..3709735044 --- /dev/null +++ b/contents/final-questions.md @@ -0,0 +1,103 @@ +--- +id: final-questions +title: 'Software Engineer interviews: Best end of interview questions to ask' +description: The best questions to ask the interviewer at the end of a Software Engineer interview to leave a good impression +keywords: + [ + questions to ask at the end of an interview software engineer, + questions to ask software engineer interview, + software engineer questions to ask interviewer, + software engineer interview questions to ask, + ] +sidebar_label: Preparing final questions to ask +--- + + + + + +import InDocAd from './\_components/InDocAd'; + +Something you can always count on to happen at the end of your Software Engineer interview - both technical and non-technical rounds - is for the interviewer to ask you if you "have any final questions?". + +This question actually isn't a real question at all - candidates are generally expected to ask questions. As an interviewer myself, candidates who don't have any questions might come off as less interested in the role. + +Besides that, the questions you ask reveal what you care about. If asked well, this can be a very predictable opportunity for you to leave a good impression while also knowing more about the role (including uncovering potential red flags). + +Here, I present questions to ask at the end of your software engineer interviews, for every purpose. The ones in **bold** are the ones that tend to make the interviewer go "That's a good question" and pause and think for a bit. + +## Best questions to ask for knowing more about technical work + +- **What are the engineering challenges that the company/team is facing?** +- **What has been the worst technical blunder that has happened in the recent past? How did you guys deal with it? What changes were implemented afterwards to make sure it didn't happen again?** +- **What is the most costly technical decision made early on that the company is living with now?** +- **What is the most fulfilling/exciting/technically complex project that you've worked on here so far?** +- **I do/don't have experience in domain X. How important is this for me to be able to succeed?** +- How do you evaluate new technologies? Who makes the final decisions? +- How do you know what to work on each day? +- How would you describe your engineering culture? +- How has your role changed since joining the company? +- What is your stack? What is the rationale for/story behind this specific stack? +- Do you tend to roll your own solutions more often or rely on third party tools? What's the rationale in a specific case? +- How does the engineering team balance resources between feature requests and engineering maintenance? +- What do you measure? What are your most important product metrics? +- How often have you moved teams? What made you join the team you're on right now? If you wanted to move teams, what would need to happen? +- What resources does the company have for new hires to study its product and processes? Are there specifications, requirements, documentation? +- How do you think my expertise would be relevant to this team? What unique value can I add? + +## Best questions to ask for knowing more about the role + +- **What qualities do you look out for when hiring for this role?** +- **What would be the most important problem you would want me to solve if I joined your team?** +- What does a typical day look like in this role? +- What are the strengths and weaknesses of the current team? What is being done to improve upon the weaknesses? +- What resources does the company have for new hires to study its product and processes? Are there specifications, requirements, documentation? +- What would I work on if I joined this team and who would I work most closely with? + + + +## Best questions to ask for knowing more culture and welfare + +- **What is the most frustrating part about working here?** +- **What is unique about working at this company that you have not experienced elsewhere?** +- **What is something you wish were different about your job?** +- How is individual performance measured? +- What do you like about working here? +- What is your policy on working from home/remotely? +- What does the company do to nurture and train its employees? +- Does the company culture encourage entrepreneurship and creativity? Could you give me any specific examples? + +## Best questions to ask to know more about team leadership or management + +These questions are suitable for asking Engineering Managers or senior level management, such as CEO, CTO, VPs and are especially useful for the Team Matching phase of Google interviews or post-offer calls that your recruiters set up with the various team managers. + +- **How do you train/ramp up engineers who are new to the team?** +- **What does success look like for your team/project?** +- **What are the strengths and weaknesses of the current team? What is being done to improve upon the weaknesses?** +- **Can you tell me about a time you resolved an interpersonal conflict?** +- How did you become a manager? +- How do your engineers know what to work on each day? +- What is your team's biggest challenge right now? +- How do you measure individual performance? +- How often are 1:1s conducted? +- What is the current team composition like? +- What opportunities are available to switch roles? How does this work? +- Two senior team members disagree over a technical issue. How do you handle it? +- Have you managed a poor performer at some point in your career before? What did you do and how did it work? +- Where do you spend more of your time, high performers or low performers? +- Sometimes there's a trade-off between what's best for one of your team members and what's best for the team. Give an example of how you handled this and why. +- Give an example of a time you faced a difficult mentoring/coaching challenge. What did you do and why? +- What is your management philosophy? +- What is the role of data and metrics in managing a team like ours? +- What role does the manager play in making technical decisions? +- What is an example of a change you have made in the team that improved the team? +- What would be the most important problem you would want me to solve if I joined your team? +- What opportunities for growth will your team provide? +- What would I work on if I joined this team and who would I work most closely with? + +## Best questions to ask to know more about company direction + +- **How does the company decide on what to work on next?** +- What assurance do you have that this company will be successful? +- Which companies are your main competitors and what differentiates your company? +- What are your highest priorities right now? For example, new features, new products, solidifying existing code, reducing operations overhead? diff --git a/contents/how-to-apply.md b/contents/how-to-apply.md deleted file mode 100644 index f7bdafee7c..0000000000 --- a/contents/how-to-apply.md +++ /dev/null @@ -1,16 +0,0 @@ ---- -id: how-to-apply -title: How to apply ---- - -## Apply Directly - -TODO - -## Referrals - -TODO - -## Agencies/Portals - -TODO diff --git a/contents/interview-formats-top-companies.md b/contents/interview-formats-top-companies.md index 22947c547c..cf1e8cb188 100644 --- a/contents/interview-formats-top-companies.md +++ b/contents/interview-formats-top-companies.md @@ -2,9 +2,11 @@ id: interview-formats-top-companies title: Interview format at top companies description: Interview formats of the top tech companies. Know what to expect and prepare well for them -sidebar_label: Top companies +sidebar_label: Company interview formats --- +import InDocAd from './\_components/InDocAd'; + :::info Due to COVID travel restrictions, many companies hold interviews remotely even for the onsite rounds, so the instructions might differ. @@ -20,7 +22,7 @@ Are there companies you would like to know more about? Email us at [contact{at}t - 1 or 2 x Algorithm/front end on CoderPad/CodePen - Onsite (General): - 2 x Algorithm coding on CoderPad - - 1 x System design/architecture + - 1 x System Design/architecture - 1 x Past experience/project - 2 x Cross functional - Onsite (Front End): @@ -39,12 +41,12 @@ Are there companies you would like to know more about? Email us at [contact{at}t - Recruiter phone screen - Technical phone interview - Onsite (Product Engineer): - - 3 x Algorithm and system design on whiteboard within the same session - - 1 x Algorithm on laptop and system design. This session involves writing code on your own laptop to solve 3 well-defined algorithm problems in around 45 minutes after which an engineer will come in and review the code with you. You are not supposed to run the code while working on the problem + - 3 x Algorithm and System Design on whiteboard within the same session + - 1 x Algorithm on laptop and System Design. This session involves writing code on your own laptop to solve 3 well-defined algorithm problems in around 45 minutes after which an engineer will come in and review the code with you. You are not supposed to run the code while working on the problem - Tips: - No front end questions were asked - Asana places high emphasis on System Design and makes heavy use of the whiteboard. You do not necessarily have to write code for the algorithm question of the first three interviews - - All 4 sessions involve algorithms and system design. One of the sessions will be conducted by an Engineering Manager + - All 4 sessions involve algorithms and System Design. One of the sessions will be conducted by an Engineering Manager - The last session will involve coding on your own laptop. Prepare your development environment in advance - Regardless of Product Engineer or Engineering Generalist position, their interview format and questions are similar @@ -66,7 +68,7 @@ Are there companies you would like to know more about? Email us at [contact{at}t - Recruiter phone screen - Technical phone interview: - - 1 or 2 x algorithm on Google Doc + - 1 or 2 x Algorithm on Google Doc - Onsite: - 1 or 2 x Front end on whiteboard. May be required to use Vanilla JS (or at the most, jQuery) depending on the question. (Front End only) - 2 to 4 x Algorithm on whiteboard @@ -77,6 +79,24 @@ Are there companies you would like to know more about? Email us at [contact{at}t - In rare cases, candidates may even be allowed to skip the phone interview round and advanced to onsite directly - For non-fresh grads, you only receive an offer if you are successfully matched with a team + + +## Indeed + +- Recruiter phone screen +- Technical phone interview (optional) +- Onsite: + - 1 x Online Assessment on HackerRank (for L0 - L2) + - 1 x Resume discussion + - 1 or 2 x Algorithm on HackerRank + - 1 x Code Review on GitHub + - 1 or 2 x System Design (for L3+) + - 1 x Technical Presentation (for L4+) +- Tips: + - If you are interviewing for a specific role, the bar varies + - Hiring decision and leveling are separate discussions; leveling is determined by experience and leadership signals + - If you do well in the interviews but the position is already filled, other hiring managers can pick up your packet + ## Lyft - Recruiter phone screen @@ -113,10 +133,10 @@ Are there companies you would like to know more about? Email us at [contact{at}t - 1 x Algorithm over HackerRank CodePair and Skype - Onsite (General): - 2 x Algorithm on whiteboard - - 1 x Decomposition (system design) on whiteboard + - 1 x Decomposition (System Design) on whiteboard - Onsite (Front End): - 1 x Front end on your own laptop. This session lasts about 1.5 hours. Use any library/framework - - 1 x Decomposition (system design) on whiteboard + - 1 x Decomposition (System Design) on whiteboard - Tips: - I opted to use React and had to set up projects on the spot using `create-react-app` - You may be asked to meet with Engineering Managers after the technical sessions and it's not necessarily a good/bad thing diff --git a/contents/interview-formats.md b/contents/interview-formats.md deleted file mode 100644 index 9b916faa4e..0000000000 --- a/contents/interview-formats.md +++ /dev/null @@ -1,51 +0,0 @@ ---- -id: interview-formats -title: Interview formats overview -description: Common interview formats of tech companies and what they entail -sidebar_label: Overview ---- - -Interviews are a multi-stage process and each stage can consist of vastly different formats. - -## Various formats - -### Quiz - -Quizzes are meant to be a first-pass filter as a quick and dirty way of weeding out extremely weak (or even non-technical) candidates. They are structured questions and have clear-cut answers which makes them possible to be administered by recruiters/non-technical folks or automated graders. They are typically done early in the process. - -Examples: - -- What is 4 & 5 (in binary)? Answer: 4 -- What is the time complexity of bubble sort? Answer: O(n2) - -### Online coding assessment - -Like quizzes, online coding assessments are usually given early in the process. An algorithm problem is given with well-formed input and output and candidates are expected to write code in an online coding interface to solve the problem. [Hackerrank](https://www.hackerrank.com) is a very common platform for conducting online coding assessments. LeetCode would be a good way to practice for the problem solving aspects of online coding assessments. However, in Hackerrank you are typically expected to write code to read from stdin and also print to stdout, which can trip candidates up if they aren't familiar with the APIs. - -### Take home assignment - -There has been numerous debates on whether asking algorithm questions are a good way of assessing individual abilities as they aren't exactly the most relevant skills needed on a day-to-day basis at a job. Take home assignment is a format designed to address the shortcomings of the algorithm interview by getting candidates to work on larger projects which allow them to demonstrate software design skills. - -However, this interview format takes up more time from both the candidates and the company and hence it is not as commonly seen in large companies where they have a high volume of candidates. This format is more common among startups and small companies. - -Examples - -- Build a flights listing app -- Build a kanban app -- Build a snake game - -### Phone interview - -Phone interviews are the most common format and every candidate will face this at least once while interviewing. You will be asked to speak with an interviewer either over a phone call or VoIP (BlueJeans/Skype/Google Hangout). A question will be given to you and you will work on that question using an online collaborative editor (CoderPad/CodePen/Google Docs). - -You are usually not allowed to execute the code even if the editor supports execution. So don't rely on that for verifying the correctness of your solution. Formats would differ slightly depending on the roles you are applying to. Many companies like to use [CoderPad](https://coderpad.io/) for collaborative code editing. CoderPad supports running of the program, so it is possible that you will be asked to fix your code such that it can be run. For front end interviews, many companies like to use [CodePen](https://codepen.io/), and it will be worth your time to familiarize yourself with the user interfaces of such web-based coding environments. - -### Onsite - -If you have made it to this stage, congratulations! This is usually the final stage before an offer decision. Candidates who made it to the onsite stage will be required to have an in-person interview at the office. If you are an overseas candidate, companies might even fly you in and pay for your accommodations! - -The onsite stage usually consists of multiple rounds (coding, system design, behavioral) and is expected to last for a few hours. Since you are onsite, it is possible that you will be asked to do a whiteboard exercise with an interviewer, usually either solving an algorithm question or a system design question. It is also possible that you have to bring your own laptop and work on a project/solve a coding problem on the spot. - -For onsite interviews at smaller (non-public) companies, most will allow (and prefer) that you use your own laptop. Hence it is important that you prepare your development environment in advance. - -If the company provides lunch, you might also have a lunch session with an employee where you can find out more about the company culture. diff --git a/contents/interviewer-cheatsheet.md b/contents/interviewer-cheatsheet.md index 95065e8015..d7ae6ff41b 100644 --- a/contents/interviewer-cheatsheet.md +++ b/contents/interviewer-cheatsheet.md @@ -20,7 +20,8 @@ This is a straight-to-the-point, distilled list of technical interview Do's and | ✅ | Make sure your surroundings are well-lit. | | ✅ | Find a quiet environment with good Internet connection. | | ✅ | Ensure webcam and audio are working. Test that your VC app is working well. | -| ✅ | Prepare two to three questions and be familiar with the different approaches for solving the questions. | +| ✅ | Prepare two to three questions and be familiar with the different approaches for solving the questions. Good questions have multiple solutions each with different tradeoffs. | +| ✅ | Choose questions from different topics to identify possible knowledge gaps. | | ✅ | Familiarize yourself with the coding environment (CoderPad/CodePen). Set up the coding shortcuts, turn on autocompletion, tab spacing, etc. | ### Introduction @@ -30,7 +31,7 @@ This is a straight-to-the-point, distilled list of technical interview Do's and | ✅ | Check if candidate wants to use the restroom or take a break. | | ✅ | Give an overview of the interview format (introduction, duration, programming languages available, 5 min at the end for Q&A). | | ✅ | Do a self-introduction and get the candidate to introduce themselves. | -| ✅ | Explain to candidate that they do not have to finish all questions and you might interrupt them abruptly. | +| ✅ | Explain to candidate that there will be multiple questions (where relevant), they do not have to finish all questions and you might interrupt them abruptly. | | ❌ | Allow the candidate to spend too long introducing themselves. | ### Upon delivering the question @@ -47,8 +48,9 @@ This is a straight-to-the-point, distilled list of technical interview Do's and | | Things | | --- | --- | -| ✅ | If whiteboard interview, stand alongside candidate but also giving them space, instead of being distant, e.g seated down. | -| ✅ | Take note of all the positive and negative signals. | +| ✅ | If whiteboard interview, stand alongside candidate but also giving them space, instead of being distant, e.g. seated down. | +| ✅ | Take note of all the [positive and negative signals](./coding-interview-rubrics.md). | +| ✅ | If you have multiple questions, don't let the candidate spend too long on one question, especially if the first question is an Easy one. | | ❌ | Check the time in an overly-obvious manner. | ### After coding @@ -56,8 +58,8 @@ This is a straight-to-the-point, distilled list of technical interview Do's and | | Things | | --- | --- | | ✅ | Ask for candidate to provide test cases and run through the code with them. | -| ✅ | Point out edge cases candidate missed and ask the candidate to address them. | -| ✅ | Take note of the duration TC spent on each question to include in the feedback. | +| ✅ | Identify edge cases the candidate missed and ask the candidate to address them. Ask the candidate "What if X was the input? What would your code produce?" instead of pointing the issue out directly. | +| ✅ | Take note of the duration the candidate spent on each question to include in the feedback. | | ✅ | Ask for time complexity and space analysis. | | ✅ | Preserve the code somewhere - take a picture or copy the code out. | | ✅ | Stop the candidate when there is 5 minutes left. e.g. ("I'll stop you here and let's go to the next section") | diff --git a/contents/introduction.md b/contents/introduction.md deleted file mode 100644 index c56236184a..0000000000 --- a/contents/introduction.md +++ /dev/null @@ -1,28 +0,0 @@ ---- -id: introduction -title: Introduction ---- - -## What is this? - -The **Tech Interview Handbook** contains carefully curated content to help you ace your next technical interview with a focus on algorithms. While there are a ton of interview resources on the internet, the best ones are either not free, or they do not cover the complete interview process, usually only focusing on algorithms. Tech Interview Handbook goes straight to the point and tells you the minimum you need to know to pass your technical interviews. - -Over 500,000 people have benefitted from this handbook! I have lost count of the number of people who have messaged me on Twitter/LinkedIn to thank the Tech Interview Handbook for helping them in their job hunt. - -## Who am I? - -I'm [Yangshun](https://twitter.com/yangshunz), a Senior Software Engineer at Meta/Facebook. In 2017, I was frustrated at my job at Grab, a regional ridehailing company and wanted to break into FAANG but I didn't know how to. After few months of research, studying and practicing, I interviewed at 11 companies and managed to get [9 offers from top tech companies in the Bay Area](https://www.teamblind.com/post/Sharing-my-offer-numbers-from-big-companies-for-your-reference-yNgqUPQR) - Facebook, Google, Airbnb, Palantir, Dropbox, Lyft, and some startups. - -It was a tedious process which I don't ever want to go through again. **I went through that process but with this handbook, you don't have to.** This handbook contains the essence of technical interviewing which will benefit you in your job hunt. - -## Why would you read this? - -This repository has **practical** content that covers all phases of a technical interview, from applying for a job to passing the interviews to offer negotiation. Technically competent candidates might still find the non-technical content helpful. - -The information in this repository is condensed. Ultimately, the key to succeeding in technical interviews is consistent practice and I don't want to bore you with too many words. I tell you the minimum you need to know on how to go about navigating the interview process, you go and practice and land your dream job. - -## Who is this for? - -Whether you are a beginner to technical interviews or a seasoned engineer who has not been on the other side of the interviewing table in a while and want to get back into the game, the Tech Interview Handbook has got you covered. - -If you are a busy engineer like most people are, this resource is for you. Nobody has time to do hundreds of LeetCode questions, and the good news is that you don't need to do that many to actually get the job at FAANG! I looked through hundreds of LeetCode questions and distilled the [best questions to practice](./best-practice-questions.md). diff --git a/contents/landscape.md b/contents/landscape.md index 1f6d36b7d7..3a3fc321a6 100644 --- a/contents/landscape.md +++ b/contents/landscape.md @@ -3,6 +3,8 @@ id: landscape title: Landscape --- +import InDocAd from './\_components/InDocAd'; + import InternshipSalariesURL from '@site/static/img/internship-salaries.jpg'; Most of the content covered here will be specific to the Bay Area. Landscape differences due to geographical location are mentioned briefly [below](#geographical-location). @@ -25,6 +27,8 @@ Technology industry is an extremely fast-moving one. Many technologies used toda A software engineering job is perhaps the most flexible job that exists in terms of hours, location and environment. Physical location is usually not an issue and there are many tech companies that are fully remote. There's no formal attire to be worn and working hours are generally flexible. Your co-workers would stare at you weirdly if you came to work wearing a shirt and tie. + + ## Internships vs full-time If you dream of working at a top tech company one day, getting hired via an intern conversion is by far the easiest way to achieve that. Internship interviews are extremely short (usually just 2 rounds whereas interviews for full-time roles are usually 4-5 rounds). Internships allow you to work at a company over a short period of time (3 months or so) and helps in getting a first-hand understanding of the company and engineering culture. Companies also tend to give higher return job offers to high performing interns as they have proven to be effective at the job and can work with existing employees; hence hiring them is considered to be relatively low-risk. @@ -33,7 +37,7 @@ Top tech companies pay a ridiculous amount even for junior candidates: ### United States -
+
Salaries of top tech internships in 2016 diff --git a/contents/mock-interviews.md b/contents/mock-interviews.md index e8696fd75e..d90a7d9371 100644 --- a/contents/mock-interviews.md +++ b/contents/mock-interviews.md @@ -1,23 +1,35 @@ --- id: mock-interviews -title: Mock interviews +title: Best mock coding interview platforms for Software Engineers +description: Review of top mock interview platforms for Software Engineer coding interviews +keywords: + [ + mock interview, + best mock interview platforms, + best mock coding interview platforms, + best sites to use for mock coding interviews, + interviewing.io review, + pramp review, + coding mock interview, + mock tech interview, + ] +sidebar_label: Mock coding interviews --- - Improve your technical interviewing skills through mock interviews | Tech Interview Handbook - + Interviewing is a skill that you can get better at. The steps mentioned above can be rehearsed over and over again until you have fully internalized them and following those steps become second nature to you. A good way to practice is to find a friend to partner with and the both of you can take turns to interview each other. -## interviewing.io +## [interviewing.io](https://iio.sh/r/DMCa) -A great resource for practicing mock coding interviews would be [interviewing.io](https://iio.sh/r/DMCa). interviewing.io provides anonymous practice technical interviews with Google and Facebook engineers, which can lead to real jobs and internships. By virtue of being anonymous during the interview, the inclusive interview process is de-biased and low risk. At the end of the interview, both interviewer and interviewees can provide feedback to each other for the purpose of improvement. Doing well in your mock interviews will unlock the jobs page and allow candidates to book interviews (also anonymously) with top companies like Uber, Lyft, Quora, Asana and more. You can also book mock interviews for more specific roles such as Mobile, Front End, Engineering Management. For those who are totally new to technical interviews, you can even view [recorded interviews](https://interviewing.io/recordings) and see how phone interviews are like. Read more about them [here](https://techcrunch.com/2017/09/27/interviewing-io-hopes-to-close-the-engineer-diversity-gap-with-anonymous-interviews/). +A great resource for practicing mock coding interviews would be [interviewing.io](https://iio.sh/r/DMCa). [interviewing.io](https://iio.sh/r/DMCa) provides anonymous practice technical interviews with Google and Facebook engineers, which can lead to real jobs and internships. By virtue of being anonymous during the interview, the inclusive interview process is de-biased and low risk. At the end of the interview, both interviewer and interviewees can provide feedback to each other for the purpose of improvement. Doing well in your mock interviews will unlock the jobs page and allow candidates to book interviews (also anonymously) with top companies like Uber, Lyft, Quora, Asana and more. You can also book mock interviews for more specific roles such as Mobile, Front End, Engineering Management. For those who are totally new to technical interviews, you can even view [recorded interviews](https://interviewing.io/recordings) and see how phone interviews are like. Read more about them [here](https://techcrunch.com/2017/09/27/interviewing-io-hopes-to-close-the-engineer-diversity-gap-with-anonymous-interviews/). -I have used interviewing.io both as an interviewer and an interviewee and found the experience to be really great! [Aline Lerner](https://twitter.com/alinelernerLLC), the CEO and co-founder of interviewing.io and her team are passionate about revolutionizing the technical interview process and helping candidates to improve their skills at interviewing. She has also published a number of technical interview-related articles on the [interviewing.io blog](http://blog.interviewing.io/). +I have used [interviewing.io](https://iio.sh/r/DMCa) both as an interviewer and an interviewee and found the experience to be really great! [Aline Lerner](https://twitter.com/alinelernerLLC), the CEO and co-founder of [interviewing.io](https://iio.sh/r/DMCa) and her team are passionate about revolutionizing the technical interview process and helping candidates to improve their skills at interviewing. She has also published a number of technical interview-related articles on the [interviewing.io blog](http://blog.interviewing.io/). ## Pramp -Another platform that allows you to practice coding interviews is [Pramp](https://pramp.com/). Where interviewing.io matches potential job seekers with seasoned technical interviewers, Pramp takes a different approach. Pramp pairs you up with another peer who is also a job seeker and both of you take turns to assume the role of interviewer and interviewee. Pramp also prepares questions for you, along with suggested solutions and prompts to guide the interviewee. +Another platform that allows you to practice coding interviews is [Pramp](https://pramp.com). Where [interviewing.io](https://iio.sh/r/DMCa) matches potential job seekers with seasoned technical interviewers, Pramp takes a different approach. Pramp pairs you up with another peer who is also a job seeker and both of you take turns to assume the role of interviewer and interviewee. Pramp also prepares questions for you, along with suggested solutions and prompts to guide the interviewee. Personally, I am not that fond of Pramp's approach because if I were to interview someone, I would rather choose a question I am familiar with. Also, many users of the platform do not have the experience of being interviewers and that can result in a horrible interview experience. There was once where my matched peer, as the interviewer, did not have the right understanding of the question and attempted to lead me down the wrong path of solving the question. However, this is more of a problem of the candidate than the platform though. diff --git a/contents/negotiation-rules.md b/contents/negotiation-rules.md index 445ec7e7c7..8f8d59e6b0 100644 --- a/contents/negotiation-rules.md +++ b/contents/negotiation-rules.md @@ -16,6 +16,12 @@ keywords: ] --- + + + + +import InDocAd from './\_components/InDocAd'; + Key points extracted from "Ten Rules for Negotiating a Job Offer" [Part 1](http://haseebq.com/my-ten-rules-for-negotiating-a-job-offer/) and [Part 2](https://haseebq.com/how-not-to-bomb-your-offer-negotiation/) by Haseeb Qureshi. ## Get everything in writing @@ -46,6 +52,8 @@ Even if you don't particularly care what your friends/family/husband/mother thin It's much harder to pressure someone if they're not the final decision-maker. So take advantage of that. + + ## Have alternatives If you're already in the pipeline with other companies (which you should be if you're doing it right), you should proactively reach out and let them know that you've just received an offer. Try to build a sense of urgency. Regardless of whether you know the expiration date, all offers expire at some point, so take advantage of that. @@ -80,6 +88,8 @@ The more unobjectionable and sympathetic your reason, the better. If it's medica Just go with it, state a reason for everything, and you'll find recruiters more willing to become your advocate. + + ## Be motivated by more than just money You should be motivated by money too of course, but it should be one among many dimensions you're optimizing for. How much training you get, what your first project will be, which team you join, or even who your mentor will be—these are all things you can and should negotiate. diff --git a/contents/negotiation.md b/contents/negotiation.md index 9a395999b1..57fefabdd7 100644 --- a/contents/negotiation.md +++ b/contents/negotiation.md @@ -13,11 +13,13 @@ keywords: total compensation, salary, ] +sidebar_label: Complete salary negotiation guide --- What you need to know about negotiation | Tech Interview Handbook + ## Always negotiate @@ -45,6 +47,9 @@ Things Moonchaser can do for you: Book a free consultation with Moonchaser  → +
+
+ ### Levels.fyi [Levels.fyi](https://www.levels.fyi/services/?ref=TechInterviewHandbook&utm_source=techinterviewhandbook&utm_medium=referral&utm_content=website_negotiation) is most famously known for being a salary database but they also offer complementary services such as salary negotiation where you will be put in-touch with experienced recruiters to help you in the process. How Levels.fyi differs from Moonchaser is that Levels.fyi charges a flat fee whereas Moonchaser takes a percentage of the negotiated difference. diff --git a/contents/picking-a-language.md b/contents/picking-a-language.md deleted file mode 100644 index 505ff2c6d9..0000000000 --- a/contents/picking-a-language.md +++ /dev/null @@ -1,45 +0,0 @@ ---- -id: picking-a-language -title: Picking a programming language -sidebar_label: Picking a language -description: There are multiple programming languages you can choose from for coding interviews, which should you pick? -keywords: - [ - algorithms, - programming, - language, - coding, - interview, - python, - java, - c++, - javascript, - ] ---- - - - Which programming language is best for coding interviews? | Tech Interview Handbook - - - -Before anything else, you need to pick a programming language to do your interviews in. Most companies will let you code in any language you want, the only exception I know being Google, where they only allow candidates to pick from Java, C++, JavaScript or Python for their algorithmic coding interviews. - -## Some languages are more suited for interviews - -There are some languages which are more suitable than others for coding interviews and some languages you absolutely want to avoid. From my experience as an interviewer, most candidates pick Python or Java. Other commonly seen languages include JavaScript, Ruby and C++. I would absolutely avoid lower level languages like C or Go, simply because they lack many standard library functions and data structures and some may require manual memory management. - -Personally, Python is my de facto choice for algorithm coding interviews because it is succinct and has a huge library of functions and data structures available. One of my top reasons for recommending Python is that it uses consistent APIs that operate on different data structures, such as `len()`, `for ... in ...` and slicing notation on sequences (strings/lists/tuples). Getting the last element in a sequence is `arr[-1]` and reversing it is simply `arr[::-1]`. You can achieve a lot with minimal syntax in Python. - -Java is a decent choice too but having to constantly declare types in your code means extra keystrokes which results in slower coding/typing speed. This issue will be more apparent when you have to write on a whiteboard during onsite interviews. The reasons for choosing/not choosing C++ are similar to Java. Ultimately, Python, Java and C++ are decent choices of languages. - -## Use a language you are familiar with - -Most of the time, it is recommended that you use a language that you are extremely familiar with rather than picking up a new language just for doing interviews because the company uses that language heavily or just because you want to show that you are trendy. - -If you are under time constraints, picking up a new language just for interviewing is hardly a good idea. Languages take time to master and if you are already spending most of your time and effort on mastering algorithms, there is barely spare effort left for mastering a new language. If you are familiar with using one of the mainstream languages, there isn't a strong reason to learn a new language just for interviewing. - -If you have been using Java at work for a while now and do not have time to be comfortably familiar with another language, I would recommend just sticking to Java instead of picking up Python from scratch just for the sake of interviews. Doing so, you can avoid having to context switch between languages during work vs interviews. Most of the time, the bottleneck is in the thinking and not the writing. It takes some getting used to before one becomes fluent in a language and be able to wield it with ease. - -## The exception to the norm - -One exception to the convention of allowing you to "pick any programming language you want" is when you are interviewing for a domain-specific position, such as Front End/iOS/Android Engineer roles, in which you would need to be familiar with coding in JavaScript, Objective-C/Swift and Java respectively. If you need to use a data structure that the language does not support, such as a Queue or Heap in JavaScript, perhaps try asking the interviewer whether you can assume that you have a data structure that implements certain methods with specified time complexities. If the implementation of that data structure is not crucial to solving the problem, the interviewer will usually allow this. In reality, being aware of existing data structures and selecting the appropriate ones to tackle the problem at hand is more important than knowing the intricate implementation details. diff --git a/contents/programming-languages-for-coding-interviews.md b/contents/programming-languages-for-coding-interviews.md new file mode 100644 index 0000000000..b9a4eafb1d --- /dev/null +++ b/contents/programming-languages-for-coding-interviews.md @@ -0,0 +1,72 @@ +--- +id: programming-languages-for-coding-interviews +title: Which programming language to use for coding interviews +description: Considerations for deciding which programming language to use for coding interviews +keywords: + [ + coding interview programming language, + which programming language should i use for coding interviews, + python coding interviews, + java coding interviews, + c# coding interviews, + javascript coding interviews, + ] +sidebar_label: Picking a programming language +--- + + + + + +import InDocAd from './\_components/InDocAd'; + +Does the programming language you use for coding interviews matter? The answer is yes. + +Most companies let you code in any language you want - the only exception I know being Google, where they only allow candidates to pick from Java, C++, JavaScript or Python for their algorithmic coding interviews. + +However, the choice you make can impact your performance much more than you'd like to believe - and this is why it is important to pick a suitable programming language early on in your coding interview preparation - and use regularly in practice. + +There are 3 considerations when deciding on which programming language to use: + +1. Suitability for interviews +1. Your familiarity with the language +1. Exceptions + +## 1. Suitability for interviews + +Some languages are just more suited for interviews - higher level languages like Python or Java provide standard library functions and data structures which allow you to translate solution to code more easily. + +From my experience as an interviewer, most candidates pick Python or Java. Other commonly seen languages include JavaScript, Ruby and C++. I would absolutely avoid lower level languages like C or Go, simply because they lack many standard library functions and data structures and some may require manual memory management. + +Personally, Python is my de facto choice for algorithm coding interviews because it is succinct and has a huge library of functions and data structures available. Python also uses consistent APIs that operate on different data structures, such as `len()`, `for ... in ...` and slicing notation on sequences (strings/lists/tuples). Getting the last element in a sequence is `arr[-1]` and reversing it is simply `arr[::-1]`. You can achieve a lot with minimal syntax in Python. + +Java is a decent choice too but having to constantly declare types in your code means extra keystrokes which results in more typing which doesn't result in any benefit (in an interview setting). This issue will be more apparent when you have to write on a whiteboard during onsite interviews. The reasons for choosing/not choosing C++ are similar to Java. Ultimately, Python, Java and C++ are decent choices of languages. + +- Recommended: Python, C++, Java, JavaScript +- Acceptable (but prefer recommended if you are familiar): Go, Ruby, PHP, C#, Swift, Kotlin +- Avoid: Haskell, Erlang, Perl, C, Matlab +- You must be mad: Brainfuck, Assembly + + + +## 2. Your familiarity with the language + +Most of the time, it is recommended that you use a language that you are extremely familiar with rather than picking up a new language just for using in interviews. + +If you are under time constraints, picking up a new language just for interviewing is hardly a good idea. Languages take time to master and if you are already spending most of your time and effort on revising/mastering algorithms, there is barely spare energy left for mastering a new language. If you are familiar with using one of the mainstream languages, there isn't a strong reason to learn a new language just for interviewing. + +If you have been using Java at work for a while now and do not have time to be comfortably familiar with another language, I would recommend just sticking to Java instead of picking up Python from scratch just for the sake of interviews. Doing so, you can avoid having to context switch between languages during work vs interviews. **Most of the time, the bottleneck is in the thinking and not the writing**. It takes some getting used to before one becomes fluent in a language and be able to wield it with ease. + +Valid reasons to learn a new language: + +- The interview requires usage of that language (domain-specific roles like mobile/front end/data science) +- You are not in a rush to start interviewing + +Poor reasons to learn a new language: + +- The company you are interviewing with uses that language heavily and you want to impress the interviewer/show that you fit in +- You want to show that you are trendy + +## 3. Exceptions + +One exception to the convention of allowing you to "pick any programming language you want" is when you are interviewing for a domain-specific position, such as Front End/iOS/Android Engineer roles, in which you would need to be familiar with coding in JavaScript, Objective-C/Swift and Java respectively. If you need to use a data structure that the language does not support, such as a Queue or Heap in JavaScript, perhaps try asking the interviewer whether you can assume that you have a data structure that implements certain methods with specified time complexities. If the implementation of that data structure is not crucial to solving the problem, the interviewer will usually allow this. In reality, being aware of existing data structures and selecting the appropriate ones to tackle the problem at hand is more important than knowing the intricate implementation details. diff --git a/contents/psychological-tricks.md b/contents/psychological-tricks.md deleted file mode 100644 index f5e0124996..0000000000 --- a/contents/psychological-tricks.md +++ /dev/null @@ -1,30 +0,0 @@ ---- -id: psychological-tricks -title: Psychological tricks ---- - -Here are some psychological tricks that will help you ace a job interview. - -- Tailor your answers to the interviewer's age. - - Generation Y interviewers (between 20 and 30): Bring along visual samples of your work and highlight your ability to multitask. - - Generation X interviewers (between 30 and 50): Emphasize your creativity and mention how work/life balance contributes to your success. - - Baby Boomer interviewers (between 50 and 70): Show that you work hard and demonstrate respect for what they've achieved. -- Hold your palms open or steeple your hands. -- Find something in common with your interviewer. -- Mirror the interviewer's body language. -- Compliment the interviewer and the organization without self-promoting. - - Specifically, the students who ingratiated themselves praised the organization and indicated their enthusiasm for working there, and complimented the interviewer. They didn't play up the value of positive events they took credit for or take credit for positive events even if they weren't solely responsible. -- Show confidence and deference simultaneously. - - In a job interview, that means showing deference to your interviewer, while also demonstrating self-confidence. One way to do that is to say something like, "I love your work on [whatever area]. It reminds me of my work on [whatever area]." -- Emphasize how you took control of events in your previous jobs. - - To impress your interviewer, you should talk about past work experiences where you took initiative. -- Be candid about your weaknesses. - - It's wiser to say something genuine like, "I'm not always the best at staying organized," which sounds more honest, and could make your interviewer more inclined to recommend you for the position. - - Explain what you do in order to minimize the effects of this weakness on your work. If you say you "focus too much on detail" follow up by saying something like "I make sure to often take a step back and make sure it really matters on the bigger picture and I'm not spending time on something meaningless". -- Speak expressively. -- Showcase your potential. - - You might be tempted to tell your interviewer all about your past accomplishments — but research suggests you should focus more on what you could do in the future, if the organization hires you. - -###### References - -- [Business Insider](http://www.businessinsider.com/psychological-tricks-to-ace-job-interview-2015-11) diff --git a/contents/questions-to-ask.md b/contents/questions-to-ask.md deleted file mode 100644 index ffacbc283f..0000000000 --- a/contents/questions-to-ask.md +++ /dev/null @@ -1,130 +0,0 @@ ---- -id: questions-to-ask -title: Questions to ask ---- - -Here are some good questions to ask at the end of the interview, extracted from various sources. The ones in **bold** are the ones that tend to make the interviewer go "That's a good question" and pause and think for a bit. - -## General - -- **What are you most proud about in your career so far?** -- **What is the most important/valuable thing you have learnt from working here?** -- How do your clients and customers define success? -- What would you change around here if you could? -- What are some weaknesses of the organization? -- What does a typical day look like for you? -- What do you think the company can improve at? -- How would you see yourself growing at this company in the next few years? -- Was there a time where you messed up and how was it handled? -- Why did you choose to come to this company? -- When you were last interviewing, what were some of your other options, and what made you choose this company? -- What was something you wish someone would have told you before you joined? -- What was your best moment so far at the company? - -## Culture - -- **What is the most frustrating part about working here?** -- **What is unique about working at this company that you have not experienced elsewhere?** -- **What is something you wish were different about your job?** -- How will the work I will be doing contribute to the organization's mission? -- What do you like about working here? -- What is your policy on working from home/remotely? -- (If the company is a startup) When was the last time you interacted with a founder? What was it regarding? Generally how involved are the founders in the day-to-day? -- Does the company culture encourage entrepreneurship? Could you give me any specific examples? - -## Technical - -These questions are suitable for any technical role. - -- **What are the engineering challenges that the company/team is facing?** -- **What has been the worst technical blunder that has happened in the recent past? How did you guys deal with it? What changes were implemented afterwards to make sure it didn't happen again?** -- **What is the most costly technical decision made early on that the company is living with now?** -- **What is the most fulfilling/exciting/technically complex project that you've worked on here so far?** -- **I do / don't have experience in domain X. How important is this for me to be able to succeed?** -- How do you evaluate new technologies? Who makes the final decisions? -- How do you know what to work on each day? -- How would you describe your engineering culture? -- How has your role changed since joining the company? -- What is your stack? What is the rationale for/story behind this specific stack? -- Do you tend to roll your own solutions more often or rely on third party tools? What's the rationale in a specific case? -- How does the engineering team balance resources between feature requests and engineering maintenance? -- What do you measure? What are your most important product metrics? -- What does the company do to nurture and train its employees? -- How often have you moved teams? What made you join the team you're on right now? If you wanted to move teams, what would need to happen? -- What resources does the company have for new hires to study its product and processes? Are there specifications, requirements, documentation? -- There's "C++" (or Python, Swift or any other tech) in the job description. How will you estimate my proficiency in this tech in 3 months? -- How do you think my expertise would be relevant to this team? What unique value can I add? - -## Product - -- Tell me about the main products of your company. -- What is the current version of product? (If it is v1.0 or similar - there could be a lot of chaos to work with) -- What products are your main competitors? -- What makes your product competitive? -- When are you planning to provide the next release? (If in several months, it would mean a lot of requirements specified in job description are not needed right now) -- Is the team growing, and what sort of opportunities will there be in the next year/3 years? -- What are your highest priorities right now? For example, new features, new products, solidifying existing code, reducing operations overhead? - -## Management - -These questions are suitable for asking Engineering Managers, especially useful for the Team Matching phase of Google interviews or post-offer calls that your recruiters set up with the various team managers. - -- **How do you train/ramp up engineers who are new to the team?** -- **What does success look like for your team/project?** -- **What qualities do you look out for when hiring for this role?** -- **What are the strengths and weaknesses of the current team? What is being done to improve upon the weaknesses?** -- **Can you tell me about a time you resolved an interpersonal conflict?** -- How did you become a manager? -- How do your engineers know what to work on each day? -- What is your team's biggest challenge right now? -- How do you measure individual performance? -- How often are 1:1s conducted? -- What is the current team composition like? -- What opportunities are available to switch roles? How does this work? -- Two senior team members disagree over a technical issue. How do you handle it? -- Have you managed a poor performer at some point in your career before? What did you do and how did it work? -- Where do you spend more of your time, high performers or low performers? -- Sometimes there's a trade-off between what's best for one of your team members and what's best for the team. Give an example of how you handled this and why. -- Give an example of a time you faced a difficult mentoring/coaching challenge. What did you do and why? -- What is your management philosophy? -- What is the role of data and metrics in managing a team like ours? -- What role does the manager play in making technical decisions? -- What is an example of a change you have made in the team that improved the team? -- What would be the most important problem you would want me to solve if I joined your team? -- What opportunities for growth will your team provide? -- What would I work on if I joined this team and who would I work most closely with? - -## Leadership - -These questions are intended for senior level management, such as CEO, CTO, VPs. Candidates who interview with startups usually get to speak with senior level management. - -- How are you funded? -- Are you profitable? If no, what's your plan for becoming profitable? -- What assurance do you have that this company will be successful? -- Tell me about your reporting structure. -- How does the company decide on what to work on next? - -## HR - -- **How do you see this position evolving in the next three years?** -- **Who is your ideal candidate and how can I make myself more like them?** -- What concerns/reservations do you have about me for this position? -- What can I help to clarify that would make hiring me an easy decision? -- How does the management team deal with mistakes? -- If you could hire anyone to join your team, who would that be and why? -- How long does the average engineer stay at the company? -- Why have the last few people left? -- Have you ever thought about leaving? If you were to leave, where would you go? - -## References - -- [Business Insider](http://www.businessinsider.sg/impressive-job-interview-questions-2015-3/) -- [Lifehacker](http://lifehacker.com/ask-this-question-to-end-your-job-interview-on-a-good-n-1787624433) -- [Fastcompany](https://www.fastcompany.com/40406730/7-questions-recruiters-at-amazon-spotify-and-more-want-you-to-ask) -- [Questions I'm asking in interviews](http://jvns.ca/blog/2013/12/30/questions-im-asking-in-interviews/) -- [How to interview your interviewers](http://blog.alinelerner.com/how-to-interview-your-interviewers/) -- [How to Break Into the Tech Industry—a Guide to Job Hunting and Tech Interviews](https://haseebq.com/how-to-break-into-tech-job-hunting-and-interviews/) -- [A developer's guide to interviewing](https://medium.freecodecamp.org/how-to-interview-as-a-developer-candidate-b666734f12dd) -- [Questions I'm asking in interviews 2017](https://cternus.net/blog/2017/10/10/questions-i-m-asking-in-interviews-2017/) -- [What are good questions to ask during a software developer interview when asked "Do you have any questions now?"](https://www.quora.com/What-are-good-questions-to-ask-during-a-software-developer-interview-when-asked-do-you-have-any-questions-now/answer/John-L-Miller) -- [What are some good questions to ask when interviewing someone for a manager position?](https://www.quora.com/What-are-some-good-questions-to-ask-when-interviewing-someone-for-a-manager-position/answer/David-Seidman) diff --git a/contents/resume-checklist.md b/contents/resume-checklist.md deleted file mode 100644 index 798def5a69..0000000000 --- a/contents/resume-checklist.md +++ /dev/null @@ -1,196 +0,0 @@ ---- -id: resume-checklist -title: Resume checklist -sidebar_label: Checklist ---- - -Now that you are aware of how recruiters screen your resume, here are some actionable ways you can apply to instantly improve your resume. - -
- - -## 1. Include a cover letter - - - -I've often received resumes with no cover letters, and I am perfectly fine with it. If you ask me, it is better to have no cover letter than to have a bad cover letter, especially if your cover letter is a "templated" content. An effective cover letter needs to highlight the fit between the job requirements and your skills/experiences. Do not just tell me what you have done in your cover letter; Tell me how it is a fit for what I am looking for. - -Some small nitpicks: - -- Make sure that the cover letter is addressed to the right person (either the name of the recruiter if it is known, or to a generic hiring manager) and company -- Run a spell check - -
- -
- - -## 2. Keep your resume under a page - - - -Your resume should be kept to 1 page or a MAXIMUM of 2 pages. Include only your most recent and relevant experiences. - -Information that a recruiter wants to know: - -- Name, email, contact number -- Objective statement -- Education details: College, Major, GPA, Sample classes (optional, but if you list, make sure its classes that you scored well in and are relevant to your area of interest), academic awards, availability -- If you have studied abroad, you can list that too -- Projects that you have worked on -- Work experience/co-curricular activities -- Skills/other interests -- Street cred - GitHub/Stack Overflow/LinkedIn profile (optional, but highly recommended) - -Information nobody needs to know: - -- Your profile picture. In the US, it is illegal to discriminate based on age, gender, race, or appearance -- Address, home phone number, gender, religion, race, marital status, etc etc -- Elementary, middle, high school -- Your low GPA -- Anything less recent than 3-4 years unless they are valid job experiences -- Anything about your parents/siblings, their names, occupation, etc -- Your life story -- Anything not relevant to the job you are applying for (e.g. that you have a driving license when you are applying to be a programmer) - -Ideally, keep it short, concise, but as detailed as possible. - -
- -
- - -## 3. Include your GPA if it's good - - - -Everyone wants the cream of the crop. In the absence of a standardized test, GPA serves as that indicator. **While GPA may not necessarily be a good indication of how well you can code, a high GPA would definitely put you in a more favorable position to the recruiter.** - -If your GPA is rather low, but you have loads of technical experiences, you can try not listing your GPA in the resume. This kinda "forces" the recruiter to read through your projects/job experience, and perhaps grant you a first interview. If you manage to impress them, who cares about your GPA? But if your GPA is low and you do not have skills for the job... maybe you should work on one of them and revisit job applications later. - -In a different scenario, some students have low GPA, but it might be due to some irrelevant classes which they did badly in. E.g. Student X is scoring A for all his programming classes, but did not do well for his language classes. If I am hiring a developer, Student X would still be a suitable candidate despite his low GPA. In such cases, it might even be recommended to attach a transcript along with the resume. - -Also, when you list your GPA/results, try to benchmark it. Instead of simply listing 4.6, write 4.6/5.0 (First Class Honors or Summa Cum Laude). To the recruiter, 4.6 does not mean anything if he/she is not familiar with your grading system. - -
- -
- - -## 4. Be clear about your objectives - - - -Are you looking for a summer internship/full-time employment? What position are you applying for? Read the job description and know the job you are applying for! - -**"Work experience" does not mean any work experience; it means _relevant_ work experience.** If you are applying for a developer position, the recruiter is not interested to know that you were a student escort for girls walking back to their apartments at night, nor that you were a cashier at Starbucks. You would be better off writing about the project you did for some programming class - yes, even if it was just a school project. Tailor your experiences and projects according to the job you are applying for. Pick relevant details to emphasize on and do not be hesitant to drop stuff completely if they are totally irrelevant. Quality over quantity. - -- Make sure the description is comprehensive. Avoid writing "Software engineering intern - write code". You are better off not writing anything -- Based on my experience, most fresh grads do not have extremely relevant job experience (unless you are lucky to have scored a really rewarding internship). For developer positions, I think it is ok to not have any job experience and just list projects - -
- -
- - -## 5. Use reverse chronological order - - - -Always list your resume in reverse chronological order - the most recent at the top. Recruiters are more interested in what you have worked on recently than what you worked on 3 years ago. Chances are, you probably forgot the details too anyway. - -
- -
- - -## 6. Make sure you are contactable - - - -- Get a proper email account with ideally your first name and last name, eg. "john.doe@gmail.com" instead of "angrybirds88@gmail.com" -- If you are using your school's .edu email, try to have an alias like "john.doe@xxx.edu" instead of "a002342342@xxx.edu" -- Avoid emails like "me@christi.na" or "admin@[mycooldomain].com" -- because it is very prone to typo errors -- Make sure the number you have listed is the best way to reach you. The last thing you want is to miss the call from the recruiter because you typed the wrong number, or you are not available on that number during office hours (most probably the times the recruiter will call) - -
- -
- - -## 7. Pay attention to the layout, formatting, and design - - - -- Be consistent about the way you format your resume. Italics, underline, bold, and how they are used -- Keep to a single standard font (avoid fancy fonts like Comic Sans or whatever) and do not have too many varying styles/font sizes/color -- Be consistent about the way you list your dates (eg. May 2011 - Aug 2011). Avoid using numerals for both month and date due to the difference in style for MMDD and DDMM in different countries. Dates like "Aug 2011 - June 12" just show that you have zero attention to detail -- Unless you are applying for a design job, just stick to the standard "table" style for the resume. There is nothing wrong with the standard style, and it helps the recruiter screen your resume more efficiently since they are trained through experience to read that format. It would also help in the automatic scoring by the ATS. The last thing you want is for your application to be rejected because the system could not parse your resume for it to be scored. That said, I am not discouraging you from coming up with your own design. It is nice to read something different. Just be aware of the risks you could be taking -- Name your file `firstname_lastname_resume.pdf` instead of `resume.pdf` - it is easier for recruiters to search/forward -- PDF preferred over Word doc -- Be consistent about bullet points -- Your resume should not look sparse. (Come on, it is only 1 page!) If you really have trouble filling it up, you are either not thinking hard enough, or not doing enough. In the case of the latter, consider working on your personal projects (i.e. stuff you can post on GitHub). That said, do not write stuff just to fill space. Read point 4 -- This should be common sense, but do not commit fraud, i.e. apply for the same job using a different name, or using your friend's resume to apply for the same job. Some ATS issues an indicator if they suspect the application to be a duplicate -- It's important to note the layout of your resume. If you choose to quickly upload your resume via an auto-fill program, understand that the program will read your resume from top to bottom, left to right. This is good to keep in mind when developing the layout of your resume -- Try to keep white space down to a minimum. This will also help reduce the length of your resume to one page. Reduce margins and paddings reasonably - -
- -
- - -## 8. Listing your skills - - - -It is useful to list your relevant skills in a quick summary section for easy reading/matching. However, many people make the mistake of listing as many skills/programming languages in the resume as possible. This may get you through the ATS scoring, but it definitely would not leave a good impression on the recruiter - the actual human reading your resume and deciding whether to call you up for an interview! - -Ideally, if your resume is good enough, the recruiter should already know what you are proficient in. The skills section is just a quick summary/reiteration. **Listing a bunch of technologies you claim you know without actually showing how you have worked with them is pointless.** - -
- -
- - -## 9. Include your projects - - - -- Ideally, 1-2 lines about the project, 2-3 lines about your role, what technologies you used, what you did, your learning, etc etc. These can be Final Year Projects, Research projects, projects for a particular class, freelance projects, or just personal projects (ie. GitHub stuff) -- Ideally, 2 to 3 projects that align with your interests/position you are applying for -- Avoid using titles such as "Project for [module code]". Sorry, the recruiter has no idea what class is represented by the module code. Ideally, you want the project section to demonstrate your personality and skills, and be the talking point during the interview - -
- -
- - -## 10. Include your online profile/other interests - - - -Here's the news - Recruiters do search for your name! Definitely pre-empt that by Googling/Facebook-ing/searching yourself on all forms of social media to see what turns up. Make sure your privacy settings are restricted so your online profile shows only the image you are trying to project. - -If you have some space on your resume, it is good to list additional interests outside of coding. Eg. skiing, water sports, soccer, etc etc. Gives the interviewer something to talk to you about. It also shows that you are a well-rounded individual/cool person to hang out with. - -
- -
- - -## 11. Bonus: Country-specific customization - - - -If you are applying to foreign countries, it'd help to customize your resume to make it easier for recruiters of that country to understand your resume. For example, you can do the following for US roles: - -- If you're interning, expected year of graduation (month as well if you know) because some places only want to hire interns who are graduating soon -- Mention work eligibility. This is straightforward for Singaporeans (mention eligibility for H-1B1 visa) -- Convert your grades to a GPA out of 5 and mention whether it's First Class Honors/Summa Cum Laude - -
- -### References - -- [Screening your resume is like playing word search](https://medium.com/@christinang89/screening-your-resume-is-like-playing-word-search-60f4d0e60840) -- [10 tips to get past resume screening for College Students/Grads](https://christinang89.quora.com/10-tips-to-get-past-resume-screening-for-College-Students-Grads) diff --git a/contents/resume-old.md b/contents/resume-old.md new file mode 100644 index 0000000000..8775be5ce5 --- /dev/null +++ b/contents/resume-old.md @@ -0,0 +1,39 @@ +--- +id: resume-overview +title: Resume overview +sidebar_label: Overview +--- + +Resume screening is the first stage in the interview process. It doesn't matter how strong you are in CS, algorithms or LeetCode, if you submit a poorly-written resume that doesn't pass the resume screening stage, your hopes are dashed. Hence it is important to nail this stage. + +The following content is by Christina Ng and rephrased for the purpose of this handbook. You can follow her on [Medium](https://medium.com/@christinang89) or [Quora](https://www.quora.com/profile/Christina-Ng). + +## How your resume is screened + +While many engineers can be rather qualified for the role they are applying for, they miss out on getting a shot at the interview as they might never get past resume screening. The main issue was that they do not understand how recruiters worked. + +Before writing your resume, it is important to understand the recruiting structure and how recruiting is done. + +## The skill set checklist + +Before opening up a position/starting the search for candidates, I usually consult very closely with the team manager/decision maker to find out the specific skill sets that are relevant for the position. These skill sets are typically grouped into "Must have", "Good to have", and "Special bonus". + +- "Must have" — Typically, most of the must-haves include a degree (or not) in a relevant technical field, some years (or not) of experience in a particular programming language or technology +- "Good to have" — Includes experience/familiarity with secondary languages/technologies which may not be directly relevant to what the candidate would be working on, but could be required due to some interfacing with other components of the project. It could also include softer skills such as being a good team player, clear communication, etc +- "Special bonus" — Recognized skill sets/experiences which are difficult to come by. Probably not a requirement, but would definitely be useful for the position + +Now that I am armed with this list, the search for candidates begin. + +Typically, I do not seek that "one perfect candidate". What I seek for is the "best fit candidate". The search is essentially a numbers game. I know that for a specific job posting, there would perhaps be X applicants. At each stage of the interview process, some percentage of the candidates will be eliminated, leaving only a final Y% of the initial pool to choose from. Since Y tends to be a rather small number, recruiters will try to maximize X. + +## The 10 seconds glance + +When I am looking at your resume, I am doing a keyword match against the skill set checklist. If I see a good amount of the right keywords in your resume, it is a pass. If I need to spend more than 10 seconds trying to figure out what you are writing about, it is a fail. If I see an excessive amount of keywords (much looking like spam), it signals a red flag and goes into the "maybe". Depending on whether I think I have enough candidates for the day, you could eventually go into the pass or fail stack. + +There are lots of articles writing about how recruiters only spend an average of about 10 seconds to screen each resume. The news is, this is true because resume screening is such a menial, robotic and repetitive task. In fact, many applicant tracking systems (ATS) now are so advanced that they can parse your resume automatically, search for specific keywords in your resume, and score your resume based on the weights pre-assigned to each keyword. + +Finding a job is a two-way fit — the company wants someone with the relevant skills required, but it is also important for the applicant to fit in the company culture, and be able to gain something out of their stint. Hence, honesty is the single most important criteria in a resume. + +There is a delicate balance between finding the right job vs. finding a job. Getting rejected does not always mean you are not good enough. Sometimes, it just means you are not a right fit for what the company is looking for. + +When hiring fresh grads, I know that many of them will not have as much experience as someone who has years of industry experience. Hence, I would look out more for soft skills, such as attention to detail, initiative, passion, ability to get things done, etc. Note: this applies only if you have met the minimum threshold of proficiency/competency in the skill set checklist. diff --git a/contents/resume-sample.md b/contents/resume-sample.md deleted file mode 100644 index 0d7de201a1..0000000000 --- a/contents/resume-sample.md +++ /dev/null @@ -1,18 +0,0 @@ ---- -id: resume-sample -title: Resume sample -sidebar_label: Sample ---- - -import YangshunResumeURL from '@site/static/img/yangshun-resume.png'; - -Here's a sample resume (mine). I like using Google Docs as the portability is great and also comes with version control. Feel free to clone my resume and use it as a starting point for your own. - -Here's a [Google Doc template](https://docs.google.com/document/d/1DQ5SKNrm1hb1BRS40ejovLxhyEKXiuTGsDEXIiZSW0o/edit?usp=sharing) of my resume if you're interested. **Do not request to edit, click "File > Make a Copy"**. - -
-
- Yangshun's Resume 2021 -
Yangshun's Resume 2021
-
-
diff --git a/contents/resume.md b/contents/resume.md index fec0fcc0f7..e173f17f1a 100644 --- a/contents/resume.md +++ b/contents/resume.md @@ -1,45 +1,366 @@ --- id: resume -title: Resume overview -sidebar_label: Overview +title: Practical guide to writing FAANG-ready software engineer resumes +description: How to write a top-tier, ATS-friendly resume good enough to pass resume screenings by Google, Amazon, Facebook and Microsoft +keywords: + [ + software engineer resume, + FAANG software engineer resume, + software engineer resume template, + software engineer resume examples, + software engineer resume sample, + software engineer resume best practices, + how to write software engineer resume, + ] +sidebar_label: Writing your software engineer resume --- -Resume screening is the first stage in the interview process. It doesn't matter how strong you are in CS, algorithms or LeetCode, if you submit a poorly-written resume that doesn't pass the resume screening stage, your hopes are dashed. Hence it is important to nail this stage. + + + -The following content is by Christina Ng and rephrased for the purpose of this handbook. You can follow her on [Medium](https://medium.com/@christinang89) or [Quora](https://www.quora.com/profile/Christina-Ng). +import InDocAd from './\_components/InDocAd'; -## How your resume is screened +Not sure why you're still not getting shortlisted at some or all of the top tech companies? Your software engineer resume could be the issue. -While many engineers can be rather qualified for the role they are applying for, they miss out on getting a shot at the interview as they might never get past resume screening. The main issue was that they do not understand how recruiters worked. +Having read tons of software engineering resumes as a FAANG interviewer, even some of the most qualified candidates I know fail to get shortlisted due to bad resumes. The mistake most people make is to immediately assume that they weren't qualified enough - but that could be far from the truth. -Before writing your resume, it is important to understand the recruiting structure and how recruiting is done. +Thankfully, there are specific steps and requirements you can fulfill to write a good software engineer resume. From your resume structure, content, to free tools you can use to test your resume, I have collated a very concise summary of the best practices to prepare your resume for a FAANG software engineering job application: -## The skill set checklist +1. Set up an ATS-friendly resume template +1. Fill up your template with well-framed content in a meaningful order +1. Optimize your resume with prioritization and keywords +1. Test out resume using free tools -Before opening up a position/starting the search for candidates, I usually consult very closely with the team manager/decision maker to find out the specific skill sets that are relevant for the position. These skill sets are typically grouped into "Must have", "Good to have", and "Special bonus". +## How to set up an ATS-friendly software engineer resume -- "Must have" — Typically, most of the must-haves include a degree (or not) in a relevant technical field, some years (or not) of experience in a particular programming language or technology -- "Good to have" — Includes experience/familiarity with secondary languages/technologies which may not be directly relevant to what the candidate would be working on, but could be required due to some interfacing with other components of the project. It could also include softer skills such as being a good team player, clear communication, etc -- "Special bonus" — Recognized skill sets/experiences which are difficult to come by. Probably not a requirement, but would definitely be useful for the position +Something most candidates may not realize is that most top tech companies are using some form of Applicant Tracking Systems (ATS) to parse and screen thousands of resumes even before they reach human eyes. In many companies, the ATS may even use certain rules to reject candidates automatically. -Now that I am armed with this list, the search for candidates begin. +While different companies could be using different types of ATS, it is possible to ensure that your software engineer resume is read favorably by most ATS. This section ensures your resume is at least perfectly readable by the ATS, while the next few sections improve your chances of passing ATS screenings. -Typically, I do not seek that "one perfect candidate". What I seek for is the "best fit candidate". The search is essentially a numbers game. I know that for a specific job posting, there would perhaps be X applicants. At each stage of the interview process, some percentage of the candidates will be eliminated, leaving only a final Y% of the initial pool to choose from. Since Y tends to be a rather small number, recruiters will try to maximize X. +:::tip Expert tip -## The 10 seconds glance +[FAANG Tech Leads](https://www.faangtechleads.com?utm_source=techinterviewhandbook&utm_medium=referral&utm_content=ats_template&aff=1e80c401fe7e2) is currently offering resume templates and examples at **70% off**. -When I am looking at your resume, I am doing a keyword match against the skill set checklist. If I see a good amount of the right keywords in your resume, it is a pass. If I need to spend more than 10 seconds trying to figure out what you are writing about, it is a fail. If I see an excessive amount of keywords (much looking like spam), it signals a red flag and goes into the "maybe". Depending on whether I think I have enough candidates for the day, you could eventually go into the pass or fail stack. +Their templates: -There are lots of articles writing about how recruiters only spend an average of about 10 seconds to screen each resume. The news is, this is true because resume screening is such a menial, robotic and repetitive task. In fact, many applicant tracking systems (ATS) now are so advanced that they can parse your resume automatically, search for specific keywords in your resume, and score your resume based on the weights pre-assigned to each keyword. +- Are created by ex-FAANG hiring managers based on top resumes received from hundreds of candidate applications +- Guarantee readability by FAANG ATS +- Cater to various experience levels -Finding a job is a two-way fit — the company wants someone with the relevant skills required, but it is also important for the applicant to fit in the company culture, and be able to gain something out of their stint. Hence, honesty is the single most important criteria in a resume. +They also offer resume examples/references from candidates who have received multiple offers from FAANG companies - which are helpful in helping you craft content that meets the same bar. [Check it out](https://www.faangtechleads.com?utm_source=techinterviewhandbook&utm_medium=referral&utm_content=ats_template&aff=1e80c401fe7e2)! -There is a delicate balance between finding the right job vs. finding a job. Getting rejected does not always mean you are not good enough. Sometimes, it just means you are not a right fit for what the company is looking for. +::: + +### Only use Microsoft Word or Google Docs to create and edit your resume + +**Do's** + +- Submit your resume as a PDF file to preserve formatting, but always create it from Microsoft Word or Google Docs. It is important to ensure that the text in your resume is easily highlightable, which is a precondition for easy parsing. +- ATS tools are always trying to improve their readability of standard resume formats - hence the more commonplace your resume format is, the better. +- To maximize space on your resume, rather than using header or footers, reduce the margins of the page - narrow margins are 0.5 on each side. + +**Don'ts** + +- Do not use Photoshop, other graphic design tools or online resume builders to build your resume +- Do not use the header or footer sections in a Word/Google Docs file - reduce margins instead and just write the information in the body. + +### Only use standard fonts of readable sizes + +New fonts may convert letters into special characters which are not readable by the ATS. Fonts you should use - **Arial, Calibri, Garamond**. + +Ensure your font size remains readable for humans later on in the hiring process - use a minimum size of **10px** for readability. + +### Add sections with standard headings and ordering + +ATS readers need to identify and parse standard types of information from your resume. Using standard header titles and ordering can help them do that better. + +This is the order which has worked well for me and recommended by recruiters: + +| Section | Heading Name | +| --- | --- | +| Professional summary | (Use resume headline as section title, for e.g. "Senior Software Engineer at Google with over 5 years of experience leading teams") | +| Contact information | "Contact Information" | +| Skills - programming languages, frameworks, etc. | "Skills" | +| Experience | "Work Experience" | +| Education (Note: if you are still in school or have less than 3 years of experience, you may put Education first) | "Education" | +| Projects | "Projects" | +| Other optional sections - e.g. Certifications, Awards, etc | "Awards and Accolades" / "Certifications" / "Awards, Accolades and Certifications" | + +:::caution + +Never add symbols to your headers to avoid ATS readability issues. + +::: + + + +## How to write good Software Engineer resume content + +As software engineering is inherently different from other careers in terms of its required skills and experiences, the content expectations for a software engineer resume is also unique. Each of the following paragraphs will cover the content usually expected for software engineers within each resume section: + +### How to write a professional summary for a software engineer + +A good professional summary can be a game changer. Not only does it summarize your entire professional experience in a manner that individual sections cannot, it can also leave a pleasant impression on the hiring manager. + +From my personal experience as a software engineering interviewer, I highly recommend professional summaries, as interviewers generally may not have the time to read into the detail - hence summaries which directly address why a candidate is a good fit for the job greatly improves their chances of capturing attention. + +Here are my top tips for writing a great software engineering resume summary. + +#### Before you start: List down your best selling points + +From your entire professional experience, list down the most important points that fulfill the job descriptions that you are applying for. This can include job experiences or skills. + +#### Summarize the selling points into your resume summary + +Summarizing the selling points as much as possible, frame them into a short summary of less than 50 words: + +Ensure you do these: + +- ✅ Answer why you are a good fit for the job +- ✅ Use an active voice +- ✅ Use action words +- ✅ Start with the noun describing your job role e.g. "Software Engineer", "Front End Engineer" + +#### Write a headline for your resume summary + +Instead of writing "Professional Summary" as the title of the section, further concise your experience into a headline with fewer than 10 words. Treat it like a slightly more elaborate version of your LinkedIn profile headline. Some examples" + +##### Software Engineer (Full Stack) + +Software Engineer with X years of full stack web development experience specializing in Ruby on Rails and PostgreSQL. Domain expert in e-commerce and payments field as a result of working at multiple e-commerce companies. + +##### Senior Front End Engineer + +Front End Engineer with X years of experience and strong fundamentals in Front End technologies. Likes building scalable web infrastructure and making websites fast. Passionate about programming languages, compilers, and developer tooling. + +##### Software Engineering Lead + +Software Engineer with X years of experience in back end, scaling complex distributed systems, and various cloud platforms. Led over 5 engineering teams with an average size of 6 members across two companies and mentored over 20 junior members. + +##### Senior at University X + +Senior Year student at University X with a focus on Artificial Intelligence and Machine Learning (ML). Interned at X companies and worked on full stack development and ML engineering roles. + +:::info + +Read more about how to make your Professional Summary stand out on [FAANG Tech Leads' Resume Handbook](https://www.faangtechleads.com/resume/professional-summary). + +::: + +### How to write contact information for a Software Engineer + +#### Must-haves + +- Name (Should be included at the very top of the resume) +- Personal phone number + - Never include your work phone number here +- Location - City, State, Zip + - Just enough for recruiters to determine if you are a local or international candidate +- Email address + - Never include your work email here + - I recommend Gmail if you are using other email services +- LinkedIn profile + +#### Good-to-haves + +- GitHub profile URL +- Personal website URL +- Stack Overflow profile URL +- Medium profile URL +- Competitive coding profile + - CodeChef + - HackerRank + +If a divider is required between information, use "|" or tabs + +Where relevant, indicate achievements in coding platforms, for example, max ratings, ranking, number of stars, badges. + +:::info + +Read more about getting your contact information section right with [FAANG Tech Leads' Resume Handbook](https://www.faangtechleads.com/resume/contact-information). + +::: + +### How to write skills for a Software Engineer + +Include programming languages and tech stacks: + +Structure in the following manner: + +> [Skill summary] : [List skills separated by "|"] + +- Programming languages - If impressive, include your familiarity by the number of lines you have written, for example "Over 10,000 lines" +- Frameworks +- Databases + +:::info + +Read more about listing your skills accurately right with [FAANG Tech Leads' Resume Handbook](https://www.faangtechleads.com/resume/skills). + +::: + +### How to write work experience for a Software Engineer + +List your work experience in a familiar format and reverse chronological order. Every job listed should have: + +The company, location, title, duration worked following this structure + +> [Company or Organization], [Location] | [Job Title] | [Start and end dates formatted as MM/YYYY] + +Example + +> Facebook, Singapore | Front End Engineering Lead | 08/2018 - Present + +List of top accomplishments, including: -When hiring fresh grads, I know that many of them will not have as much experience as someone who has years of industry experience. Hence, I would look out more for soft skills, such as attention to detail, initiative, passion, ability to get things done, etc. Note: this applies only if you have met the minimum threshold of proficiency/competency in the skill set checklist. +- Scope of job and skills required +- Accomplishments listed following this structure + - > [Accomplishment summary] : [Action] that resulted in [quantifiable outcome] -:::tip +:::info -Use this [resume parser tool](https://resume-parser.vercel.app/) to see how an industry-standard ATS parses your resume, then improve it accordingly! +Read more about presenting your conveying job experience well on [FAANG Tech Leads' Resume Handbook](https://www.faangtechleads.com/resume/work-experience). ::: + +### How to write education for a Software Engineer + +Most software engineering jobs will require at least an undergraduate degree. However, unless you are a recent graduate or do not have much work experience, it should not be prioritized above your work experience. + +Use the following format, eliminating information where it is not relevant: + +> [Degree Name], [Year of Graduation - write expected graduation date if not graduated]
[University Name], [Location]
GPA: X.XX / 4.0 (List GPA if more than 3.50/4.00, or more than 4.3 under a 5-point system)
List key achievements, including leadership positions, skills, societies, projects, awards, etc. + +Example: + +> BSc in Computing, Computer Science, Graduation Year 2015
National University of Singapore, Singapore
GPA: 3.82 / 4.00 (Magna cum laude)
Dean's List, Valedictorian
President of hacker society + +:::info + +Read more about writing your education history on [FAANG Tech Leads' Resume Handbook](https://www.faangtechleads.com/resume/education). + +::: + +### How to write projects for a Software Engineer + +Include at least 2 projects you have contributed to, outlining your key contributions. Always try to link your project name to GitHub or somewhere the hiring manager can view your project. + +> [facebook/docusaurus](https://github.com/facebook/docusaurus)
Maintainer and lead engineer for Docusaurus v2, a static site generator which powers the documentation of many of Meta's Open Source Projects - React Native, Jest, Relay, Reason, etc. Used by 7.6k > projects on GitHub. + +### How to write awards, accolades and certifications for a Software Engineer + +Only include achievements related to the job application and try to quantify your achievements. A good format to use would be + +> [Year] [Quantification] [Competition] + +Example + +> 2016 | Best All-Round Product out of 50 teams | Facebook Hackathon + +:::info + +Read more about presenting your projects effectively on [FAANG Tech Leads' Resume Handbook](https://www.faangtechleads.com/resume/projects). + +::: + + + +## Optimize your resume with keywords + +must-haves to optimize your content: + +### Less is more + +**Do's** + +- Highlighting a few of your best achievements is better than including many "average" achievements in your resume +- Use only 1 page for your resume + +**Don'ts** + +- Do not list all your achievements just to showcase a greater quantity without filtering + +### Keyword optimization + +Imagine you are a hiring manager or recruiter screening a resume while juggling many other tasks in your job - you simply won't have much time on each resume! When a hiring manager looks at a resume, they are in fact quickly scanning for keywords of skills or experiences that they value, before paying any additional attention to your resume. + +Recruiters and ATS do that as well, but based on the job description that the hiring manager helped to write. That is why optimizing your resume based on job descriptions is very important. + +:::info + +Some ATS will determine the strength of your skills based on the frequency of a keyword in your resume, and others assign an estimated amount of experience for a skill based on its placement in your resume. + +For instance, if your previous job experience was 3 years long and you mentioned handling Search engine marketing (SEM), the ATS will assume 5 years of SEM experience. + +::: + +#### Include keywords from job descriptions into your resume + +You should always analyze the job description for must-have and good-to-have skills or experiences and ensure the keywords are added to your resume. + +Include them under the "Skills" section and pepper the same keywords into the "Work Experience" and "Education" sections. Be sure to closely imitate the language within the job description. + +Remember to include the full version of common abbreviations as well. E.g. Amazon Web Services instead of AWS, Google Cloud Platform instead of GCP. + +However, do not do keyword stuffing for the sake of it - always remember that the resume will be read by a recruiter or hiring manager eventually. + +#### Optimize keyword frequency and placement + +Analyze the job description and determine how important each skill and experience is, then optimize the frequency of the keyword according to its importance. + +:::tip Expert tip + +While optimizing for every application is ideal, you can generalize your resume to a type of position. + +1. Collate 3 to 5 job descriptions for that position +1. Copy and paste them into a `.txt` file and upload it into a free "word and phrase" frequency tool like [Online-Utility.org's Text Analyzer](https://www.online-utility.org/text/analyzer.jsp) to identify regularly used keywords +1. Incorporate skills and experiences that you have into the resume + +::: + + + +## Free tools to review your resume + +I recommend using these free tools to optimize your resume: + +### 1. Free resume review + +[Resume Worded](https://a.paddle.com/v2/click/29828/144522?link=1861) uses AI to give instant expert feedback on your resume. + +We previously recommended [TopResume's free all-in-one review](https://tidd.ly/3GxVIs9) of your resume, but received some feedback that that their reviewers are not technical and do not give feedback relevant to engineering roles. In that regard, we recommend [FAANG Tech Leads' Resume Review service (paid)](https://www.faangtechleads.com?utm_source=techinterviewhandbook&utm_medium=referral&utm_content=ats_template&aff=1e80c401fe7e2) where your resume will be reviewed by ex-FAANG hiring managers and engineers, not random writers who don't understand technology. + +### 2. Test readability with industry-standard ATS + +Test the readability and formatting of your resume using . Most big companies use such resume scanners. + +### 3. The plain text file test + +Simply copy the content from your resume and paste it into a plain text document! Make edits if: + +- There are points missing from your original resume +- Characters are displaying incorrectly in plain text +- Sections are disorganized + +## Final tips + +### Do not take job application forms lightly + +If the company you are applying for requires you to fill in the "Work Experience" and "Education" sections into their own form, do not take it lightly! Most of the time, these are internal HR applications which help parse job applications and filter out candidates from the information provided. In fact, it is possible that your resume is never seen by the recruiter or hiring manager - only the information that you fill up in their forms! + +### Do not apply to many jobs at the same company + +The ATS also allows recruiters to see all the roles you have applied to at their company. Try not to apply to too many jobs as a recruiter wouldn't be able to tell if you're actually interested in or if you're self-aware about your abilities. E.g. applying for a Software Engineer and a Data Scientist role at the same company is not a good idea. + +--- + +And that is it from me in terms of resume preparation - hope this helps! If you have any other tips you would like to share with others on Tech Interview Handbook, do reach out to me at contact@techinterviewhandbook.org or create a new [GitHub discussion item](https://github.com/yangshun/tech-interview-handbook/discussions). + +
+
+ Summary of the 4 steps to create a great software engineering resume, in checklist format +
Summary checklist of the four key steps to create a great software engineering resume
+
+
diff --git a/contents/resume/ats-proof-template.md b/contents/resume/ats-proof-template.md deleted file mode 100644 index 12bf5c9e33..0000000000 --- a/contents/resume/ats-proof-template.md +++ /dev/null @@ -1,66 +0,0 @@ ---- -id: ats-proof-template -title: Set up your ATS-proof resume template -description: Learn how to create an ATS-proof software engineering resume for FAANG -keywords: - [ - FAANG, - software engineering resume, - step-by-step resume guide, - software engineer resume, - FAANG software engineer resume, - ATS, - ATS readability, - ATS proof template, - ] ---- - -Most companies these days automate their resume screening process through Applicant Tracking Systems (ATS). 75% of resumes sent to top companies are never seen by human eyes. Always ensure your resume is easily readable by an ATS to maximize job opportunities throughout your career. - -## Use Microsoft Word or Google Docs to create and edit your resume - -**Do's** - -- Submit your resume as a PDF file to preserve formatting, but always create it from Microsoft Word or Google Docs. It is important to ensure that the text in your resume is easily highlightable, which is a precondition for easy parsing. -- ATS tools are always trying to improve their readability of standard resume formats - hence the more commonplace your resume format is, the better. -- To maximize space on your resume, rather than using header or footers, reduce the margins of the page. - -**Don'ts** - -- Do not use Photoshop, other graphic design tools or online resume builders to build your resume -- Try not to use multi-column formats -- Do not use the header or footer sections in a Word/Google Docs file - -:::tip Expert tip - -Use the standard resume template provided by Microsoft Word or Google Docs. I personally use Google Docs to create my resume as I can easily share it with peers for getting feedback and it has the convenience of being stored in the cloud. - -::: - -## Use a standard font of readable size - -New fonts may convert letters into special characters which are not readable by the ATS. Fonts you should use - Arial, Calibri, Garamond, Helvetica, Roboto. - -Ensure your font size remains readable for humans later on in the hiring process - nothing less than the minimum size of **11px** for readability. - -## Use sections with standard headings and ordering - -ATS readers need to identify and parse standard types of information from your resume. Using standard header titles and ordering can help them do that better. - -This is the order which has worked well for me and recommended by recruiters: - -| Section | Heading Name | -| --- | --- | -| Contact information | (No need for section heading) | -| Professional summary | (Use resume headline as section title, for e.g. "Senior Software Engineer at Google with over 5 years experience leading teams") | -| Skills - programming languages, frameworks, etc. | "Skills" | -| Experience | "Work Experience" | -| Education (Note: if you are still in school, put Education first) | "Education" | -| Projects | "Projects" | -| Other optional sections - e.g. Certifications, Awards, etc | "Awards and Accolades" / "Certifications" / "Awards, Accolades and Certifications" | - -:::caution - -Never add symbols to your headers to avoid ATS readability issues. - -::: diff --git a/contents/resume/final-tips.md b/contents/resume/final-tips.md deleted file mode 100644 index 5c2b056b94..0000000000 --- a/contents/resume/final-tips.md +++ /dev/null @@ -1,27 +0,0 @@ ---- -id: final-tips -title: Final resume tips -description: Final tips for writing your software engineering resume for FAANG -keywords: - [ - FAANG, - software engineering resume, - step-by-step resume guide, - software engineer resume, - FAANG software engineer resume, - tips, - ] -sidebar_label: Final tips ---- - -## Do not take job application forms lightly - -If the company you are applying for requires you to fill in the "Work Experience" and "Education" sections into their own form, do not take it lightly! Most of the time, these are internal HR applications which help parse job applications and filter out candidates from the information provided. In fact, it is possible that your resume is never seen by the recruiter or hiring manager - only the information that you fill up in their forms! - -## Do not apply to many jobs at the same company - -The ATS also allows recruiters to see all the roles you have applied to at their company. Try not to apply to too many jobs as a recruiter wouldn't be able to tell if you're actually interested in or if you're self-aware about your abilities. E.g. applying for a Software Engineer and a Data Scientist role at the same company is not a good idea. - ---- - -And that is it from me in terms of resume preparation - hope this helps! If you have any other tips you would like to share with others on Tech Interview Handbook, do reach out to me at contact@techinterviewhandbook.org or create a new [GitHub discussion item](https://github.com/yangshun/tech-interview-handbook/discussions). diff --git a/contents/resume/free-tools-to-review-resume.md b/contents/resume/free-tools-to-review-resume.md deleted file mode 100644 index 5fcaeebaf1..0000000000 --- a/contents/resume/free-tools-to-review-resume.md +++ /dev/null @@ -1,36 +0,0 @@ ---- -id: free-tools-to-review-resume -title: Free tools to review your resume -description: Learn which free tools you can use to test and review your software engineering resume for FAANG -keywords: - [ - FAANG, - software engineering resume, - step-by-step resume guide, - software engineer resume, - FAANG software engineer resume, - test, - ATS, - ATS readability test, - free resume review, - free resume testing, - ] ---- - -I recommend using all of these free tools to optimize your resume: - -## 1. Free resume review by professional resume writers - -TopResume provides a [free all-in-one review](https://tidd.ly/3GxVIs9) of your resume - where their professional resume writers will provide feedback on your style and organization, writing and mechanics, as well as a free ATS readability analysis, where you can view a sample output of how an industry-standard ATS would interpret your experience and skills. Highly recommended to try this out! - -## 2. Test readability with industry-standard ATS - -Test the readability of your resume by an industry-standard ATS (Lever) using this [free resume parser tool](https://resume-parser.vercel.app/). Companies that use Lever for job apps include: Figma, Palantir, Netflix, Twitch, Yelp and several others. - -## 3. The plain text file test - -Simply copy the content from your resume and paste it into a plain text document! Make edits if: - -- There are points missing from your original resume -- Characters are displaying incorrectly in plain text -- Sections are disorganized diff --git a/contents/resume/guide.md b/contents/resume/guide.md deleted file mode 100644 index 7bb13a061e..0000000000 --- a/contents/resume/guide.md +++ /dev/null @@ -1,29 +0,0 @@ ---- -id: guide -title: Step-by-step resume guide -description: No nonsense, step-by-step guide for writing your FAANG-ready software engineering resume -keywords: - [ - FAANG, - software engineering resume, - step-by-step resume guide, - software engineer resume, - FAANG software engineer resume, - ] ---- - -Have you ever encountered mysteriously never getting shortlisted for positions at certain companies despite having strong relevant experience in your resume? - -This guide helps you prevent that and improve your chances of getting shortlisted for software engineering jobs. - -From my experience as a FAANG interviewer as well as my discussions with countless recruiters, I have collated a very concise, no-bullshit summary of the exact steps you need to prepare your resume for a FAANG software engineering job application. - - - -:::tip Expert tip - -If you are running low on time, I recommend [TopResume's Resume Writing Service](https://tidd.ly/3oezgOo), which has helped countless software engineers I know get interviews at FAANG. - -TopResume's also offers a [free resume screening](https://tidd.ly/3GxVIs9) service that you can use to quickly get tips on improving your resume from professional resume writers. - -::: diff --git a/contents/resume/optimize-resume.md b/contents/resume/optimize-resume.md deleted file mode 100644 index a8b44a30a3..0000000000 --- a/contents/resume/optimize-resume.md +++ /dev/null @@ -1,71 +0,0 @@ ---- -id: optimize-resume -title: Optimize your resume -description: Learn how to effectively optimize your software engineering resume for FAANG -keywords: - [ - FAANG, - software engineering resume, - step-by-step resume guide, - software engineer resume, - FAANG software engineer resume, - keyword optimization, - ATS, - ATS proof, - job description, - ] -toc_max_heading_level: 2 ---- - -With the basic resume up, we can next try to optimize the resume content. Here are two must-haves to optimize your content: - -## 1. Less is more - -**Do's** - -- Including more points of "average" achievements in your resume is worse than just minimizing to a few points of your best achievements to better highlight them -- Use only 1 page for your resume - -**Don'ts** - -- Do not list all your achievements just to showcase a greater quantity without filtering - -## 2. Keyword optimization - -Imagine you are a hiring manager or recruiter screening a resume while juggling many other tasks in your job - you simply won't have much time on each resume! When a hiring manager is looking at any resume, they are in fact quickly scanning for keywords of skills or experiences that they value, before paying any additional attention to your resume. - -Recruiters and ATS do that as well, but based on the job description that the hiring manager helped to write. That is why optimizing your resume based on job descriptions is very important. - -:::info - -Some ATS will determine the strength of your skills based on the frequency of a keyword in your resume, and others assign an estimated amount of experience for a skill based on its placement in your resume. - -For instance, if your previous job experience was 3 years long and you mentioned handling Search engine marketing (SEM), the ATS will assume 5 years of SEM experience. - -::: - -### Include keywords from job descriptions into your resume - -You should always analyze the job description for must-have and good-to-have skills or experiences and ensure the keywords are added to your resume. - -Include them under the "Skills" section and pepper the same keywords into the "Work Experience" and "Education" sections. Be sure to closely imitate the language within the job description. - -Remember to include common abbreviations as well e.g. "SEM" - Search engine marketing - -However, do not do keyword stuffing for the sake of it - always remember that the resume will be read by a recruiter or hiring manager eventually. - -### Optimize keyword frequency and placement - -Analyze the job description and determine how important each skill and experience is, then optimize the frequency of the keyword according to its importance. - -:::tip Expert tip - -While optimizing for every application is ideal, you can generalize your resume to a type of position. - -- First, collate 3 to 5 job descriptions for that position -- Then, copy and paste them into a .txt file and upload it into a free word and phrase frequency tool like Online-Utility.org's [Text Analyzer](https://www.online-utility.org/text/analyzer.jsp) to identify regularly used keywords -- Incorporate skills and experiences that you have into the resume - -::: - - diff --git a/contents/resume/write-effective-content.md b/contents/resume/write-effective-content.md deleted file mode 100644 index d7b7efe668..0000000000 --- a/contents/resume/write-effective-content.md +++ /dev/null @@ -1,158 +0,0 @@ ---- -id: write-effective-content -title: Write effective resume content -description: Learn how to effectively write your software engineering resume for FAANG -keywords: - [ - FAANG, - software engineering resume, - step-by-step resume guide, - software engineer resume, - FAANG software engineer resume, - professional summary, - skills, - work experience, - education, - awards, - ] -toc_max_heading_level: 2 ---- - -Next, fill up your template! - -It is daunting to start on a fresh slate, so I recommend you start by making a laundry list of bullet points under each section, then optimizing it accordingly. This prevents excessive attention placed on premature optimization. - -**Do's for ATS readability** - -- If a divider is required between information, use "|" (pipe character) or tabs -- Use simple bullet points - -**Don'ts for ATS readability** - -- Do not use images, pictures or diagrams -- Do not use tables - -:::tip Expert tip - -To maximize efficiency in applying for several job types, create and keep updated a "Master resume" which you basically use to maintain an exhaustive list of all points under every section of your resume. When applying for each job, you can make a copy of the Master and eliminate or optimize points as necessary. - -::: - -## 1. Contact information - -**Must-haves** - -- Name -- Personal phone number - - Never include your work phone number here -- Location - City, State, Zip - - Just enough for recruiters to determine if you are a local or international candidate -- Email address - - Never include your work email here - - I recommend Gmail if you are using other email services -- LinkedIn profile - -**Good-to-haves** - -- GitHub profile URL -- Personal website URL -- Stack Overflow profile URL -- Medium profile URL -- Competitive coding profile - - Codechef - - Hackerrank - -Where relevant, indicate achievements in coding platforms, for example, max ratings, ranking, number of stars, badges. - -## 2. Professional summary - -The professional summary, if written well, will be the most effective and important part of your resume. From my experience as an interviewer, I generally may not have the time to read into the detail of resumes - hence summaries which directly address why a candidate is a good fit for the job greatly improves their chances of capturing my attention. - -**Start with a resume headline** - -Always start with a concise, one line description of yourself - -- Fewer than 10 words -- Summarizes your experience relevant to the job description - -Examples: - -- Staff Software Engineer at Facebook with over 5 years experience leading teams - -**Summarize your best selling points** - -Below the resume headline, include a summary of yourself which expands on your resume headline. - -- 4 or less points, in bullet or paragraph form -- Include most important skills and experiences relevant to the job applied, quantifying them where possible -- Keep in mind to answer the question of "Why am I a good fit for this job?" - while writing the summary - -## 3. Skills - -Include programming languages and tech stacks: - -- Structure in the following manner: `[Skill summary] : [List skills separated by "|"]` - - Programming languages - If impressive, include your familiarity by the number of lines you have written, for example "Over 10,000 lines" - - Frameworks - - Databases - -## 4. Work experience - -List your work experience in a familiar format and reverse chronological order. Every job listed should have: - -- The company, location, title, duration worked following this structure - - `[Company or Organization], [Location] | [Job Title] | [Start and end dates formatted as MM/YYYY]` - - e.g. `Facebook, Singapore | Front End Engineering Lead | 08/2018 - Present` -- List of top accomplishments, including - - Scope of job and skills required - - Accomplishments listed following this structure - - `[Accomplishment summary] : [Action] that resulted in [quantifiable outcome]` - -## 5. Education - -Most software engineering jobs will require at least an undergraduate degree. However, unless you are a recent graduate or do not have much work experience, it should not be prioritized above your work experience. - -Use the following format, eliminating information where it is not relevant: - -``` -[Degree Name], [Year of Graduation - write expected graduation date if not graduated] - -[University Name], [Location] - -- GPA: X.XX / 4.0 (List GPA if more than 3.50/4.00, or more than 4.3 under a 5-point system) -- List key achievements, including leadership positions, skills, societies, projects, awards, etc. -``` - -Example: - -``` -BSc in Computing, Computer Science, Graduation Year 2015 -National University of Singapore, Singapore - -- GPA: 3.82 / 4.00 (Magna cum laude) -- Dean's List, Valedictorian -- President of hacker society -``` - -## 6. Projects - -Include at least 2 projects you have contributed to, outlining your key contributions. - -``` -Docusaurus, Menlo Park, CA -Lead maintainer 01/2018 - 04/2020 - -- Maintainer and lead engineer for Docusaurus v2, a static site generator which powers the documentation of many of Meta's Open Source Projects - React Native, Jest, Relay, Reason, etc -- Used by 7.6k projects on GitHub -``` - -## 7. Awards, accolades and certifications - -Only include achievements related to the job application: - -- Always quantify your achievements -- A good format to use would be: `[Year] [Quantification] [Competition]` - -``` -2016 | Best All-Round Product out of 50 teams | Facebook Hackathon -``` diff --git a/contents/self-introduction.md b/contents/self-introduction.md index a854b1ecdb..2d040ae5de 100644 --- a/contents/self-introduction.md +++ b/contents/self-introduction.md @@ -1,24 +1,33 @@ --- id: self-introduction -title: Self introduction -description: Tips and techniques on how to leave a lasting impression on the interviewer through your self introduction -keywords: [interview, self introduction, impression, best] +title: 'Software Engineer interviews: Crafting the perfect self introduction' +description: How to answer "Tell me about yourself" for Software Engineer interviews +keywords: + [ + tell me about yourself software engineer, + software engineer self introduction, + software engineer self introduction sample, + tell me about yourself software engineer example, + self introduction software engineer sample, + ] +sidebar_label: Preparing a self introduction --- - How to do a killer self introduction in an interview | Tech Interview Handbook - + -Interviewers want to work with candidates they like. Leave a good/deep impression and it will increase your chances of success. Most of us are not strangers to self introductions as we meet new people now and then and have to introduce ourselves every once in a while. However, self introductions in interviews are slightly different from real life - you need to tweak it to your advantage - tailor the self introduction to the role and company you are applying for! Your self introduction evolves as you grow and are at a different stage of your career. +import InDocAd from './\_components/InDocAd'; + +"Tell me about yourself" or "give me a quick introduction of your profile" is almost always the first question encountered in your software engineer interviews. This guide teaches you how to maximize this chance to impress the interviewer by crafting the perfect self introduction. -When being asked to introduce yourself, you can rephrase the question into: +Interviewers want to work with candidates they like. Leave a good/deep impression and it will increase your chances of success. Most of us are not strangers to self introductions as we meet new people now and then and have to introduce ourselves every once in a while. However, self introductions in interviews are slightly different from real life - you need to tweak it to your advantage - tailor the self introduction to the role and company you are applying for! Your self introduction evolves as you grow and are at a different stage of your career. -> "Tell me about your journey into tech. How did you get interested in coding, and why was web development (or replace with other job-specific skills) a good fit for you? How is that applicable to our role or company goals?" +When answering "tell me about yourself", you can rephrase the question into: -It is probably not a good idea to spend valuable time talking about things which aren't relevant to the job! +> "Tell me about your journey into tech. How did you get interested in coding, and why was web development (or replace with other job-specific skills) a good fit for you? How is that applicable to our role or company goals?" It is probably not a good idea to spend valuable time talking about things which aren't relevant to the job! -## The elevator pitch +## Make an elevator pitch An "elevator pitch" originates from a journalist trying to pitch an idea to an editor. The only time to catch the editor was in the elevator and she had only around 30 seconds to do so. The key elements of elevator pitches include: @@ -28,9 +37,9 @@ An "elevator pitch" originates from a journalist trying to pitch an idea to an e Whether you're at a job fair with hundreds of other candidates and you have limited time or you are simply explaining who you are to a potential connection or client, it is important to be able to clearly and accurately describe your knowledge and skills quickly and succinctly. Your self introduction is an elevator pitch for yourself! -Here are some tips to develop a good elevator pitch for yourself: +Here are some tips to develop a good elevator pitch for your software engineer self introduction: -### Short basic background information +### 1. Start with basic background information Include who you are, who you work for (or school and major), and what you do. @@ -39,42 +48,35 @@ Include who you are, who you work for (or school and major), and what you do. Does this look familiar? It should be, because it is similar to your resume! Your resume is a condensed version of your knowledge and experiences and your self introduction is essentially a condensed version of your resume. As you grow older, professional experience becomes more important and school background becomes less important. Hence your self introduction changes as you become more senior. -### KISS (Keep It Simple and Sweet) +### 2. KISS (Keep It Simple and Sweet) -Tell them some highlights from your favorite/most impressive projects and including some numbers if they're impressive or challenges that you've overcome. Do not delve into the depths of how you reverse engineered a game and decrypted a packet to predict when to use your DKP on a drop. Tell them the executive summary: "I reverse engineered X game by decrypting Y packet to predict Z." If this catches their interest, they _might_ ask further questions on their own. +Tell them some highlights from your favorite/most impressive projects and including some numbers if they're impressive or challenges that you've overcome. Do not delve into the depths of how you reverse engineered a game and decrypted a packet to predict when to use your DKP on a drop. Tell them the executive summary: "I reverse engineered X game by decrypting Y packet to predict Z." If this catches their interest, they might ask further questions on their own. -### Why do they want you? +### 3. Why do they want you?​ Tell the interviewer why you would make a good hire. Is your experience relevant to the company? Have you used a similar tech stack as the company or built relevant products? What unique talent(s) do you have that may give them confidence about your ability to contribute to the company? -### Practice! +### 4. Practice!​ Lastly, you must practice your pitch! Having a great, succinct summary of your skills only helps if you can actually deliver it rapidly! You should practice keeping a quick but easy-to-follow pace that won't overwhelm them but won't bore them. It's a precarious balance, but can be ironed out with practice. -After coming up with your self introduction, keep it somewhere where you can refer/tweak in future. Memorize them and in future you can just use it when you need to But don't sound like you're recalling it from your memory when you're actually saying it out. Sound natural! +After coming up with your self introduction, keep it somewhere where you can refer/tweak in future. Memorize them and in future you can just use it when you need to but don't sound like you're recalling it from your memory when you're actually saying it out. Sound natural! Having an elevator pitch on hand is a great way to create a network and chance upon new job opportunities. There will often be times when you can't prepare for an interview or meeting and it is incredibly handy to have a practiced pitch. -## Format + -Prepare a self introduction that follows the following outline (inspired by "Cracking the Coding Interview" by Gayle McDowell): +## Good examples of software engineer self introductions -1. A sentence about your current or most recent role. -1. A few sentences about your (academic) background. What did you focus on? -1. Some sentences about your professional experience after school/university. Where did you work? What projects did you deal with? What were the typical challenges and tasks? Which technologies did you use? -1. Finish with a statement saying why you are seeking a new job opportunity and why you are interested in the role you applied for. - -## Examples - -### Example 1: Front End Engineer at Facebook +### Example 1: Front End Engineer at Meta #### Self introduction -> "Hi I'm Yangshun and I graduated from National University of Singapore in 2015 with a degree in Computer Science. My interests are in Front End Engineering and I love to create beautiful and performant products with delightful user experiences. +> "Hi I'm XXX and I graduated from National University of Singapore in 2015 with a degree in Computer Science. My interests are in Front End Engineering and I love to create beautiful and performant products with delightful user experiences. > > Back in school, I designed and built a web application, NUSMods which solves a huge problem of class and timetable planning every semester. It receives over a million pageviews a month and is used by over 40,000 NUS students and even some professors. It is built using a modern web technology stack - React, Redux, Jest, Babel, Flow, webpack and is mobile-responsive." > -> I'm interested in the Front End Engineer role at Facebook because I have been using Facebook Open Source Front End technologies for a while now and am inspired by Facebook's mission and Open Source culture. +> I'm interested in the Front End Engineer role at Meta because I have been using Meta Open Source Front End technologies for a while now and am inspired by Meta's mission and Open Source culture. #### Breakdown @@ -83,13 +85,13 @@ Prepare a self introduction that follows the following outline (inspired by "Cra - "It receives over a million pageviews a month and is used by over 30,000 NUS undergraduates and even some professors." - Mention something about the project which stands out - "It is built using a modern web technology stack - React, Redux, Jest, Babel, Flow, webpack and is mobile-responsive." - - Facebook tech stack! Also hints that you keep yourself updated with modern web technologies + - Meta tech stack! Also hints that you keep yourself updated with modern web technologies ### Example 2: Front End Engineer at Lyft #### Self introduction -> "Hi I'm Yangshun and I graduated from National University of Singapore in 2015 with a degree in Computer Science. My interests are in Front End Engineering and I love to create beautiful performant products with delightful user experiences. +> "Hi I'm XXX and I graduated from National University of Singapore in 2015 with a degree in Computer Science. My interests are in Front End Engineering and I love to create beautiful performant products with delightful user experiences. > > I previously worked at Grab where I led the Grab for Work project. Grab for Work was a service for companies to make corporate transportation expenses convenient. Companies can create employee groups, set ride policies and share corporate payment methods with their employees. I built the project with another engineer over the period of 3 months on a React/Redux and Golang stack." > @@ -97,9 +99,14 @@ Prepare a self introduction that follows the following outline (inspired by "Cra #### Breakdown -- "I love to create beautiful and performant products with delightful user experiences." - - Same as above, qualities that a Front End engineer should possess. -- "I previously worked at Grab where I led the Grab for Work project." - - Lyft was Grab's sister company! In fact they even had a partnership in the past. Most Lyft engineers would have heard of Grab before and mentioning this catches their attention. -- "I built the project with another engineer over the period of 4 months on a React/Redux and Golang stack." - - Acknowledge that you work with others. Building a non-trivial system with just 2 people in 3 months is quite good for a non-trivial system. Lyft also uses Golang for their high performance systems. +> "I love to create beautiful and performant products with delightful user experiences." + +Same as above, qualities that a Front End engineer should possess. + +> "I previously worked at Grab where I led the Grab for Work project." + +Lyft was Grab's sister company! In fact they even had a partnership in the past. Most Lyft engineers would have heard of Grab before and mentioning this catches their attention. + +> "I built the project with another engineer over the period of 4 months on a React/Redux and Golang stack." + +Acknowledge that you work with others. Building a non-trivial system with just 2 people in 3 months is quite good for a non-trivial system. Lyft also uses Golang for their high performance systems. diff --git a/contents/software-engineering-interview-guide.md b/contents/software-engineering-interview-guide.md new file mode 100644 index 0000000000..6175629292 --- /dev/null +++ b/contents/software-engineering-interview-guide.md @@ -0,0 +1,220 @@ +--- +id: software-engineering-interview-guide +title: 'Software Engineer interviews: Everything you need to prepare' +description: What to expect, how to prepare and how to excel in Software Engineering interviews +keywords: + [ + software engineer interview preparation, + technical interview preparation, + how to prepare for your software engineer interview, + software developer interview, + coding interview preparation, + best leetcode questions, + coding interview questions, + software engineering interview questions, + ] +sidebar_label: 'SWE interviews: What are they and how to prepare' +--- + + + + + +Nobody has time to grind hundreds of LeetCode questions, and the good news is that you don't need to do that many to actually get the job at FAANG! + +I was frustrated at my job at Grab, a ridesharing company in South-east Asia and wanted to break into FAANG but I wasn't sure how to. After a few months of research, studying and practicing, I interviewed at 11 companies and managed to get 9 offers from top tech companies in the Bay Area - Facebook, Google, Airbnb, Palantir, Dropbox, Lyft, and some startups. It was a tedious process which I don't ever want to go through again. **I went through that process but with this guide, you don't have to.** + +This guide will provide a **quick overview of the top tips on how to prepare for a software engineer interview** - both technical and non-technical interview rounds. Where relevant, you can delve into greater detail by accessing links in this overview article, or through the website's left sidebar. + +How to prepare for your software engineering interview: + +1. Maximize your chances of being shortlisted +1. Find out the interview format +1. Pick a programming language +1. Sharpen your Computer Science fundamentals for interviews +1. Practice for the coding interview +1. Prepare for the system design interview (for mid/senior levels) +1. Prepare for the behavioral interview +1. Negotiating the offer package + +## Maximize your chances of being shortlisted + +Do you still have trouble getting shortlisted at some or all of the top tech companies? Your resume could be the issue. + +Your resume is the single most important entry point to getting shortlisted in major tech companies like FAANG / MANGA. After getting shortlisted, your past achievements become markedly less important as compared to your coding interview skills - which as we know, can be methodically learnt. Being able to frame your past achievements well enough to get through the screening stage is hence very important. + +Unfortunately, even the most qualified candidates I know personally don't know how to write a good resume and fail to get shortlisted. The truth is that when many of us don't get shortlisted at top tech companies like FAANG / MANGA, we tend to think that we were under-qualified - but in most cases, it's probably just the lack of good framing. + +If you want to learn how to write a good software engineer resume, I've written a [step-by-step guide here on software engineering resume preparation](./resume.md) for companies like Google, Facebook, Amazon, Netflix, Apple, with examples for your reference as well. + +## Find out the interview format + +You may encounter various interview formats in your software engineer interviews (from early to late stage): + +### 1. Quiz + +Frequency: Occasional + +Quizzes are meant to be a first-pass filter as a quick and dirty way of weeding out extremely weak (or even non-technical) candidates. They are structured questions and have clear-cut answers which makes them possible to be administered by recruiters/non-technical folks or automated graders. They are typically done early in the process. + +Examples: + +- What is 4 & 5 (in binary)? Answer: 4 +- What is the time complexity of bubble sort? Answer: O(n2) + +### 2. Online coding assessment + +Frequency: Occasional + +Like quizzes, online coding assessments are usually given early in the process. An algorithm problem is given with well-formed input and output and candidates are expected to write code in an online coding interface to solve the problem. [HackerRank](https://www.hackerrank.com) is a very common platform for conducting online coding assessments. LeetCode would be a good way to practice for the problem solving aspects of online coding assessments. However, in HackerRank you are typically expected to write code to read from stdin and also print to stdout, which can trip candidates up if they aren't familiar with the APIs. + +### 3. Take home assignment + +Frequency: Rare + +There have been numerous debates on whether asking algorithm questions are a good way of assessing individual abilities as they aren't exactly the most relevant skills needed on a day-to-day basis at a job. Take home assignment is a format designed to address the shortcomings of the algorithm interview by getting candidates to work on larger projects which allow them to demonstrate software design skills. + +However, this interview format takes up more time from both the candidates and the company and hence it is not as commonly seen in large companies where they have a high volume of candidates. This format is more common among startups and small companies. Examples + +- Build a flights listing app +- Build a kanban app +- Build a snake game + +### 4. Phone screen interviews + +Frequency: Common + +Phone interviews are the most common format and every candidate will face this at least once while interviewing. You will be asked to speak with an interviewer either over a phone call or VoIP (BlueJeans/Skype/Google Hangout). A question will be given to you and you will work on that question using an online collaborative editor (CoderPad/CodePen/Google Docs). + +You are usually not allowed to execute the code even if the editor supports execution. So don't rely on that for verifying the correctness of your solution. Formats would differ slightly depending on the roles you are applying to. Many companies like to use [CoderPad](https://coderpad.io) for collaborative code editing. CoderPad supports running of the program, so it is possible that you will be asked to fix your code such that it can be run. For front end interviews, many companies like to use [CodePen](https://codepen.io), and it will be worth your time to familiarize yourself with the user interfaces of such web-based coding environments. + +Check out [coding interview best practices](./coding-interview-cheatsheet.md) as well for do's and don'ts before your phone screen interviews. + +### 5. Onsite + +Frequency: Almost always + +If you have made it to this stage, congratulations! This is usually the final stage before an offer decision. Candidates who made it to the onsite stage will be required to have an in-person interview at the office. If you are an overseas candidate, companies might even fly you in and pay for your accommodations! + +The onsite stage usually consists of multiple rounds (coding, system design, behavioral) and is expected to last for a few hours. Since you are onsite, it is possible that you will be asked to do a whiteboard exercise with an interviewer, usually either solving an algorithm question or a system design question. It is also possible that you have to bring your own laptop and work on a project/solve a coding problem on the spot. + +For onsite interviews at smaller (non-public) companies, most will allow (and prefer) that you use your own laptop. Hence it is important that you prepare your development environment in advance. + +If the company provides lunch, you might also have a lunch session with an employee where you can find out more about the company culture. + +## Pick a programming language + +With your resume done, the next step of your software engineering interview journey is a simple one and won't take long - decide on a programming language. Unless you're interviewing for a specialist position like mobile or front end where there are domain-specific languages, you should be free to use any language you want for the algorithmic coding interviews. + +Most of the time, you'd already have one in mind - pick the one you use the most and you're the most comfortable with. The most common programming languages used for coding interviews are Python, Java, C++, and JavaScript. I wouldn't recommend learning an entirely new language just for coding interviews as it takes a while (few weeks at least on average) to become proficient enough in a language to wield it comfortably in an interview setting, which is already stressful enough on its own. My personal programming language of choice is Python because of how terse it is and the functions/data structures the standard library provides. + +Read more on programming languages for coding interviews: [Picking a programming language](./programming-languages-for-coding-interviews.md) + + + +## Study and practice for coding interviews + +The next and most important step is to practice solving algorithm questions in your chosen programming language. While Cracking the Coding Interview is a great resource, I prefer learning by actually solving problems. + +There are many platforms that can be used for this - such as LeetCode, HackerRank and CodeForces. From my personal experience, LeetCode questions are most suitable for interview preparation whereas HackerRank and CodeForces are more for competitive programming. + +However, LeetCode has thousands of questions and it can be daunting to know where to begin, or how to structure your practice. I have provided recommended preparation plans and also structured resources here: + +### Coding interview study plan + +The recommended time period to set aside for coding interview preparation is 3 months (11 hours a week i.e. 2-3 hours a day) for a more holistic preparation. I shared my [3 month study plan here](./coding-interview-study-plan.md), which provides a list of coding interview topics with resources and practice questions that you should work through in order of priority every week. I will also be adding content on recommended 1 month and 1 week study plans soon. + +If you have less than 3 months to prepare, you can generate your own study plans using the [Grind 75 tool](https://www.techinterviewhandbook.org/grind75) (built by me) which generates recommended study plans for coding interviews based on the time you have left. The algorithm behind it includes a ranking of questions by priority and also a balance between breadth and depth of topics covered. + +### Resources to use in your practice + +In the market, there are plenty of resources vying for your attention, plenty of them just vying for your money but not providing any value. If I had to prioritize - these are the top coding interview preparation resources I would use in tandem: + +1. [Grokking the Coding Interview: Patterns for Coding Questions](https://designgurus.org/link/kJSIoU?url=https%3A%2F%2Fdesigngurus.org%2Fcourse%3Fcourseid%3Dgrokking-the-coding-interview) +1. [AlgoMonster](https://shareasale.com/r.cfm?b=1873647&u=3114753&m=114505&urllink=&afftrack=) +1. My (free) coding interview best practices guide +1. My (free) coding interview techniques guide +1. My (free) algorithms study guide + +#### [AlgoMonster](https://shareasale.com/r.cfm?b=1873647&u=3114753&m=114505&urllink=&afftrack=) + +Apart from helping you master important coding interview data structures and algorithm questions through practice and easy to understand guides, AlgoMonster has the added perk of synthesizing [common interview question patterns](https://algo.monster/problems/stats) that you could apply to solve any other questions you have never encountered before. Made by Google engineers, this is definitely a quality platform to use as compared to the unstructured nature of LeetCode grinding. Data structures and algorithms questions are covered in all the common languages - Python, Java, C#, JavaScript, C++, Golang, and more. [**Join today for a 70% discount →**](https://shareasale.com/r.cfm?b=1873647&u=3114753&m=114505&urllink=&afftrack=) + +#### [Grokking the Coding Interview: Patterns for Coding Questions](https://designgurus.org/link/kJSIoU?url=https%3A%2F%2Fdesigngurus.org%2Fcourse%3Fcourseid%3Dgrokking-the-coding-interview) + +This course by Design Gurus expands upon the questions on the recommended practice questions but approaches the practicing from a questions pattern perspective, which is an approach I also agree with for learning and have personally used to get better at coding interviews. The course allows you to practice selected questions in Java, Python, C++, JavaScript and also provides sample solutions in those languages along with step-by-step visualizations. **Learn and understand patterns, not memorize answers!** [**Get lifetime access today →**](https://designgurus.org/link/kJSIoU?url=https%3A%2F%2Fdesigngurus.org%2Fcourse%3Fcourseid%3Dgrokking-the-coding-interview) + +#### My (free) coding interview best practices guide + +If you have read the [coding interview evaluation rubric](./coding-interview-rubrics.md) used at top tech companies, you may be overwhelmed by the number of items evaluated and how to demonstrate hire behaviors consistently. + +This [coding interview best practices guide](./coding-interview-cheatsheet.md) synthesizes actionable recommendations of what to do before, during and after your coding interviews to demonstrate hire signals. + +I recommend to internalize and use the guide as an accompaniment while you practice coding interview questions - to ensure that you cultivate good habits and muscle memory with regards to interviews right from the beginning. + +#### My (free) coding interview techniques guide + +Is there a structured method to increase your chances of finding a good solution to the coding interview question? How about optimizing your approach's time and space complexity? My coding interview techniques guide teaches you a few techniques for handling questions that you have never encountered before - such as problem visualizing, solving by hand, breaking the problem into subproblems, etc. + +#### My (free) algorithms study cheatsheets + +I'm not sure if these would qualify as an in-depth guide - they are more like 1-page "study cheatsheets" of the **best resources to study, best LeetCode questions to practice and the things to remember**. However, they ensure you cover all the most important grounds, especially when you have no time. Because these are also the notes that helped me clinch top tech offers - they definitely work. + +For more tips on coding interview preparation, refer to my [full coding interview preparation guide](./coding-interview-prep.md) here. + +### Try out mock coding interviews (with Google and Facebook engineers) + +Coding right in front of your interviewer can be a nerve-wracking experience especially if you have never done it before - which is why getting hands-on experience is so important. + +[interviewing.io](https://iio.sh/r/DMCa) is currently the best mock technical interview resource in the market currently. It allows you to book mock coding interviews with real Google and Facebook engineers, albeit anonymously. You could even book interviews for specific roles like Mobile, Front End, Engineering Management. Even better - if you want to have an easier transition into real world coding interview - you could view recorded interviews and see what phone interviews are like. + +Moreover, if you were to do well on your mock interviews, you will be able to unlock the "jobs page" which allows you to book interviews directly with top companies like Uber, Lyft, Quora, Asana and more. I've used [interviewing.io](https://iio.sh/r/DMCa) both as an interviewer and an interviewee and found the experience to be excellent. + +## Prepare for the system design interview + +If you are a mid or senior-level candidate, you may expect system design questions as part of your technical interview. They aren't covered adequately by LeetCode and good resources are still harder to come by. + +The objective of system design interviews is to evaluate a candidate's skill at designing real-world software systems involving multiple components. + +### Utilize the best system design interview preparation resources + +Some of the best system design interview preparation resources include: + +1. [ByteByteGo](https://bytebytego.com?fpr=techinterviewhandbook) - This is a new System Design course by Alex Xu, author of the System Design Interview books, a bestseller on Amazon. The course covers system designs basics, then goes into deep dives of the design of over 10 famous common products (e.g. [Designing YouTube](https://bytebytego.com/courses/system-design-interview/design-youtube), Facebook Newsfeed, etc) and multiple big data and storage systems (e.g. [Designing a Chat System](https://bytebytego.com/courses/system-design-interview/design-a-chat-system)). For each deep dive, concepts are explained and comprehensive diagrams are used, making it very approachable for any seniority level. +1. ["Grokking the System Design Interview" by Design Gurus](https://designgurus.org/link/kJSIoU?url=https%3A%2F%2Fdesigngurus.org%2Fcourse%3Fcourseid%3Dgrokking-the-system-design-interview) - This is probably the most famous system design interview course on the internet and what makes it different from most other courses out there is that it is purely text-based, which is great for people who prefer reading over watching videos (such as myself!). It contains a repository of the popular system design problems along with a glossary of system design basics. I've personally completed this course and have recommended many others to use this. Highly recommended! +1. ["System Design Interview Course" by Exponent](https://www.tryexponent.com/courses/system-design-interview?ref=techinterviewhandbook) - This course covers system designs basics and has a huge database of popular system design questions with videos of mock interviews. Some of the questions have text answers and a database schema and APIs for reference (which I find helpful). While the subscription might be a little pricey for just the system design interviews content, they also offer quality technical content for [Data Structures](https://www.tryexponent.com/courses/swe-practice?ref=techinterviewhandbook), [Algorithms](https://www.tryexponent.com/courses/algorithms?ref=techinterviewhandbook) and [Behavioral Interviews](https://www.tryexponent.com/courses/behavioral?ref=techinterviewhandbook). The convenience of a one-stop platform which covers all aspects of technical interview preparation is very enticing. +1. ["Grokking the Advanced System Design Interview" by Design Gurus](https://designgurus.org/link/kJSIoU?url=https%3A%2F%2Fdesigngurus.org%2Fcourse%3Fcourseid%3Dgrokking-the-advanced-system-design-interview) - I haven't tried this but it's by the same people who created "Grokking the System Design Interview", so it should be good! In my opinion you probably wouldn't need this unless you're very senior or going for a specialist position. + +[Check out other Systems Design preparation guides and resources here.](./system-design.md) + +## Prepare for the behavioral interview + +Every top tech company has at least one round of behavioral interviews for software engineers. Typically, behavioral interviews for software engineers include: Sharing about details of previous experiences on resume Providing examples of past situations and behavior that demonstrate certain behavioral attributes (e.g. conflict management, data driven) Sharing of ambitions and career plans + +As much as these interviews seem "fluffy" or unstructured, there is actually a structured way to prepare for behavioral interviews: + +### 1. Know the STAR format for answering them + +The STAR format helps you to organize your answers to behavioral questions. This is most applicable to questions that require you to recount past experiences or behavior. Situation: Share details about the situation that gave rise to the task Task: Explain what you needed to achieve or the problems you had to solve, focusing on the scope, severity or specific benchmarks or outcomes you had to hit Action: Explain what you did to meet your objectives, describing options you had and how you made decisions Results: Describe the outcome of your actions and what you learnt + +Read more: The STAR format for answering behavioral questions + +### 2. Practice the most common behavioral questions for software engineers + +Refer to the [top 30 most common behavioral questions](./behavioral-interview-questions.md) for Software Engineers + +For more tips on behavioral interview preparation, refer to my [full behavioral interview preparation guide](./behavioral-interview.md) here. + + + +## Negotiating the software engineer offer package + +Finally, the last thing you absolutely need to prepare for before your interview is salary negotiation for software engineers. At any point during the interview process, conversation about salary may crop up. We also have in-depth guides about [negotiation strategies](./negotiation.md) and [software engineer compensation](./understanding-compensation.md). + +And that is all from me - for more detail on each step of the software engineer interview preparation process, do dive into each topic within my handbook through the sidebar or by navigating to the next page! diff --git a/contents/star-format.md b/contents/star-format.md deleted file mode 100644 index 77117f6485..0000000000 --- a/contents/star-format.md +++ /dev/null @@ -1,47 +0,0 @@ ---- -id: star-format -title: STAR format ---- - -## What is STAR? - -The [STAR](https://en.wikipedia.org/wiki/Situation,_task,_action,_result) format is a framework to help you organize your experience into sections that flows nicely. From Wikipedia: - -- **Situation** - The interviewer wants you to present a recent challenge and situation which you found yourself in -- **Task** - What were you required to achieve? The interviewer will be looking to see what you were trying to achieve from the situation. Some performance development methods use "Target" rather than "Task". Job interview candidates who describe a "Target" they set themselves instead of an externally imposed "Task" emphasize their own intrinsic motivation to perform and to develop their performance -- **Action** - What did you do? The interviewer will be looking for information on what you did, why you did it, and what the alternatives were -- **Results** - What was the outcome of your actions? What did you achieve through your actions and did you meet your objectives? What did you learn from this experience and have you used this learning since? - -## Example - -Here's an example of how the STAR format can be used to answer the question: **"Tell me about a time in which you had a conflict and needed to influence somebody else"**. - -### Situation - -> "I was the team lead of a school project about building a social network mobile web app. Our designer's midterms were approaching and didn't have time to produce the mockups. Our front-end person was rushing him for the mockups so that he could proceed with his work, and that was stressing the designer out. The atmosphere in the team was tense." - -### Task - -> "As the team lead, I had to resolve the tension between the front-end developer and the designer so that the team could work together peacefully and complete the project on time." - -### Action - -> "I spoke to the front-end developer to ask him why he was rushing the designer for the designs. He said that he wanted the designs early because it would be a waste of time rebuilding if the designer designed something different eventually. I explained to him that the midterm dates were out of the designer's control and we had to be more understanding about each other's schedules. -> -> I spoke to the designer to get a rough idea of what he had in mind and asked him when he could commit to producing the high-fidelity designs. He replied that he could start on them as soon as his midterms were over. I explained to him why the front-end developer was pushing him for the mockups, and that the front-end developer had no ill intentions and simply wanted the project to succeed. -> -> As someone with some experience in UI/UX design, I came up with wireframe mocks, ran them by the designer for approval, then passed them to the front-end developer to start building. I encouraged the front-end developer to use placeholders and not be too concerned about the details for now. We could build the non-UI parts first (authentication, hook up with APIs) and tweak pixels and add polish later on. The front-end developer agreed and went ahead with the approach. I explained to the front-end developer that the designer will pass us the mockups after his midterm, by <DATE>." - -### Result - -> "When our designer ended midterms, he came back with beautiful mockups that fit well into the wireframes. Our front-end developer implemented them with great care to detail. We ended up scoring top marks for the project and became a great team." - -### Qualities - -Through the above, experienced interviewers can extract the following qualities from the mentioned behaviors. - -- **Empathy** - Empathize with both roles and make sure to understand each individuals' reasons -- **Willingness** - to wear multiple hats: Picked up the role of the designer and came up with wireframes -- **Project management** - Able to unblock the project by changing approaches midway to great effectiveness -- **Conflict management** - Explain to parties involved in the conflict and make sure no hard feelings remain -- **Hold people accountable** - Get a confirmation date as to when the designer can produce the mockups and hold him accountable diff --git a/contents/study-and-practice.md b/contents/study-and-practice.md deleted file mode 100644 index 4e0a1470a3..0000000000 --- a/contents/study-and-practice.md +++ /dev/null @@ -1,66 +0,0 @@ ---- -id: study-and-practice -title: Study and practice -description: Mastery of Computer Science fundamentals, identifying question patterns, practicing good coding style is the key to improving in coding interviews -keywords: - [ - algorithm, - coding, - question, - pattern, - computer science, - coding style, - interview, - ] ---- - - - Efficient ways to study and practice for coding interviews | Tech Interview Handbook - - - -## Recap Computer Science fundamentals - -If you have been out of college for a while, it is highly advisable to review Computer Science fundamentals — Algorithms and Data Structures. Personally, I prefer to review as I practice, so I scan through my college notes and review the various algorithms as I work on algorithm problems from LeetCode. - -This [interviews repository](https://github.com/kdn251/interviews) by Kevin Naughton Jr. served as a quick refresher for me. - -The Medium publication [basecs](https://medium.com/basecs) by [Vaidehi Joshi](https://medium.com/@vaidehijoshi) is also a great and light-hearted resource to recap on the various data structures and algorithms. - -You can also find implementations of common data structures and algorithms using various popular languages at [TheAlgorithms](https://thealgorithms.github.io/). - -## Mastery through practice - -Next, gain familiarity and mastery of the algorithms and data structures in your chosen programming language. - -### Practice coding questions - -Practice coding algorithms using your chosen language. While "Cracking the Coding Interview" is a good resource for practice, I prefer being able to type code, run it and get instant feedback. There are various Online Judges such as [LeetCode](https://leetcode.com/), [HackerRank](https://www.hackerrank.com/) and [CodeForces](http://codeforces.com/) for you to practice questions online and get used to the language. From experience, LeetCode questions are the most similar to the kind of questions being asked in interviews whereas HackerRank and CodeForces questions resemble competitive programming questions. If you practice enough LeetCode questions, there is a good chance that you would have seen/done your actual interview question (or some variant) on LeetCode before. If you are more of a visual person, [Coderust](https://www.educative.io/collection/5642554087309312/5679846214598656?aff=x23W) explains the common algorithm questions through step-by-step visualizations which makes understanding the solutions much easier. - -### Broaden exposure - -Gain a broad exposure to questions from various topics. In the second half of the article I mention algorithm topics and practice questions for each topic. If you can spare the time, do around 100–200 LeetCode questions of varying topics and you should be good. If you are short on time or not sure where to start, the [Best Practice Questions](./best-practice-questions.md) page tells you the best LeetCode questions to practice. - -### Identify question patterns - -As of writing, LeetCode has thousands of questions available. Which should you practice? It is not a good use of time to practice too many questions as after a while, you will realize that some questions are variants of one another and involve using similar techniques you've seen before. The trick here is to identify the question pattern and the technique you can use to solve variants of this question. Once you're familiar with a pattern, you'll be able to solve dozens of problems with a technique. Some techniques include - sliding window, two pointers, matrix traversal. The ["Grokking the coding interview" course by Educative](https://www.educative.io/courses/grokking-the-coding-interview?aff=x23W) shows you more techniques. - -:::tip Expert tip - -Learn and understand patterns, not memorize answers! - -::: - -### Space/time complexities - -Learn and understand the time and space complexities of the common operations in your chosen language. For Python, this [page](https://wiki.python.org/moin/TimeComplexity) will come in handy. Also find out the underlying sorting algorithm that is being used in the language's `sort()` function and its time and space complexity (in Python its Timsort which is a hybrid sort). After completing a question on LeetCode, I usually add the time and space complexities of the written code as comments above the function body to remind myself to analyze the algorithm after I am done with the implementation. - -### Practice good coding style - -Read up on the recommended coding style for your language and stick to it. If you have chosen Python, refer to the PEP 8 Style Guide. If you have chosen Java, refer to Google's Java Style Guide. - -### Internalize the pitfalls - -Find out and be familiar with the common pitfalls and caveats of the language. If you point them out during the interview and intelligently avoid falling into them, you will usually impress the interviewer and that results in bonus points for your feedback, regardless of whether the interviewer is familiar with the language or not. - -**The key to interview success is practice, practice and more practice!** diff --git a/contents/system-design.md b/contents/system-design.md index 40e718d70e..ba4b2a33ca 100644 --- a/contents/system-design.md +++ b/contents/system-design.md @@ -1,9 +1,20 @@ --- id: system-design -title: System design interviews -sidebar_label: 🔥 System design interviews +title: System design interview guide for Software Engineers +description: How to prepare for system design interviews for Software Engineers +keywords: + [ + system design interview guide, + how to prepare for system design interview, + system design interview software engineer, + ] +sidebar_label: System design preparation guide --- + + + + The objective of system design interviews is to evaluate a candidate's skill at designing real-world software systems involving multiple components. System design questions are typically given to more senior candidates (with a few years of experience). Interns aren't typically given system design questions as it is hard to expect interns to have sufficient and relevant industry experience to answer this type of questions well. Some common questions include: @@ -19,7 +30,7 @@ Some common questions include: - Design a jobs portal (e.g. LinkedIn, Indeed) - Design a web crawler (e.g. Google) -:::note +:::info System design content is still work-in-progress, but the following are some resources to help you in the meanwhile. @@ -27,9 +38,11 @@ System design content is still work-in-progress, but the following are some reso ## Quality courses -- ["Grokking the System Design Interview" by Educative](https://www.educative.io/courses/grokking-the-system-design-interview?aff=x23W) - This is probably the most famous system design interview course on the internet and what makes it different from most other courses out there is that it is purely text-based, which is great for people who refer reading over watching videos (such as myself!). It contains a repository of the popular system design problems along with a glossary of system design basics. I've personally completed this course and have recommended many others to use this. Highly recommended! -- ["System Design Interview Course" by Exponent](https://www.tryexponent.com/courses/system-design-interview?ref=yangshuntay) - This course covers system designs basics and has a huge database of popular system design questions with videos of mock interviews. Some of the questions have text answers and a database schema and APIs for reference (which I find helpful). While the subscription might be a little pricey for just the system design interviews content, they also offer quality technical content for [Data Structures](https://www.tryexponent.com/courses/swe-practice?ref=yangshuntay), [Algorithms](https://www.tryexponent.com/courses/algorithms?ref=yangshuntay) and [Behavioral Interviews](https://www.tryexponent.com/courses/behavioral?ref=yangshuntay). The convenience of a one-stop platform which covers all aspects of technical interview preparation is very enticing. -- ["Grokking the Advanced System Design Interview" by Educative](https://www.educative.io/courses/grokking-adv-system-design-intvw?aff=x23W) - I haven't tried this but it's by the same people who created "Grokking the System Design Interview", so it should be good! In my opinion you probably wouldn't need this unless you're very senior or going for a specialist position. +- [ByteByteGo](https://bytebytego.com?fpr=techinterviewhandbook) - This is a new System Design course by Alex Xu, author of the System Design Interview books, a bestseller on Amazon. The course covers system designs basics, then goes into deep dives of the design of over 10 famous common products (e.g. [Designing YouTube](https://bytebytego.com/courses/system-design-interview/design-youtube?fpr=techinterviewhandbook), Facebook Newsfeed, etc) and multiple big data and storage systems (e.g. [Designing a Chat System](https://bytebytego.com/courses/system-design-interview/design-a-chat-system?fpr=techinterviewhandbook)). For each deep dive, concepts are explained and comprehensive diagrams are used, making it very approachable regardless of seniority level. +- ["Grokking the System Design Interview" by Design Gurus](https://designgurus.org/link/kJSIoU?url=https%3A%2F%2Fdesigngurus.org%2Fcourse%3Fcourseid%3Dgrokking-the-system-design-interview) - This is probably the most famous system design interview course on the internet and what makes it different from most other courses out there is that it is purely text-based, which is great for people who refer reading over watching videos (such as myself!). It contains a repository of the popular system design problems along with a glossary of system design basics. I've personally completed this course and highly recommended many others to use this. +- ["Grokking the Advanced System Design Interview" by Design Gurus](https://designgurus.org/link/kJSIoU?url=https%3A%2F%2Fdesigngurus.org%2Fcourse%3Fcourseid%3Dgrokking-the-advanced-system-design-interview) - I haven't tried this but it's by the same people who created "Grokking the System Design Interview", so it should be good! In my opinion you probably wouldn't need this unless you're very senior or going for a specialist position. +- ["Best of System Design" package by Design Gurus](https://designgurus.org/link/kJSIoU?url=https%3A%2F%2Fdesigngurus.org%2Fbundles%3Fbundle_id%3Dbuy-both-system-design-courses) - This bundle allows you to purchase both System Design interview courses by Design Gurus at a discount. Best of all, it's lifetime and not subscription-based. +- ["System Design Interview Course" by Exponent](https://www.tryexponent.com/courses/system-design-interview?ref=techinterviewhandbook) - This course covers system designs basics and has a huge database of popular system design questions with videos of mock interviews. Some of the questions have text answers and a database schema and APIs for reference (which I find helpful). While the subscription might be a little pricey for just the system design interviews content, they also offer quality technical content for [Data Structures](https://www.tryexponent.com/courses/swe-practice?ref=techinterviewhandbook), [Algorithms](https://www.tryexponent.com/courses/algorithms?ref=techinterviewhandbook) and [Behavioral Interviews](https://www.tryexponent.com/courses/behavioral?ref=techinterviewhandbook). The convenience of a one-stop platform which covers all aspects of technical interview preparation is very enticing. ## Free resources diff --git a/contents/team-selection.md b/contents/team-selection.md deleted file mode 100644 index 4aa6e7b6a3..0000000000 --- a/contents/team-selection.md +++ /dev/null @@ -1,10 +0,0 @@ ---- -id: team-selection -title: Team Selection ---- - -:::caution - -This section is still WIP. Feel free to contribute ideas at [our GitHub issue](https://github.com/yangshun/tech-interview-handbook/issues/223). - -::: diff --git a/contents/understanding-compensation.md b/contents/understanding-compensation.md index c464873351..ab06af6e31 100644 --- a/contents/understanding-compensation.md +++ b/contents/understanding-compensation.md @@ -3,6 +3,8 @@ id: understanding-compensation title: Understanding compensation --- +import InDocAd from './\_components/InDocAd'; + Compensation is one of the largest factors when it comes to deciding between job offers. This section gives you a breakdown of the common components of compensation in the tech industry. In most companies, your compensation will consist of base salary, a performance bonus and equity/stocks. For compensation data, check out [Levels.fyi](https://www.levels.fyi?ref=TechInterviewHandbook&utm_source=techinterviewhandbook&utm_medium=referral&utm_content=website_negotiation). @@ -39,6 +41,8 @@ Alice is an Engineering Manager with 10 years of professional experience. Her ba Hence the amount of bonus you receive can be highly variable and senior employees get a higher proportion of their total compensation from bonuses. + + ## Equity/stocks Equity is what differentiates a tech job from a non-tech one. Equity means a share of the company; this signifies ownership and motivates employees to work in the best interests of the company. They can be a significant portion of one's compensation, sometimes even more than the base salary, especially for senior employees. @@ -67,6 +71,8 @@ This is a one-time lump sum that is paid to you when you join a company. This am There can be conditions attached to signing bonuses, such as having to return a pro-rated amount if an employee leaves before the one-year mark. Make sure you are aware of them before you sign the offer. + + ## Misc bonuses/perks While these perks are not exactly cash, they can help you save money which is almost equivalent to getting compensated more. Do find out more about these from your recruiters if you get the chance. diff --git a/design/README.md b/design/README.md deleted file mode 100644 index 9f8125da2f..0000000000 --- a/design/README.md +++ /dev/null @@ -1,5 +0,0 @@ -# System Design - -## Specific topics - -The contents have been moved to a different [location](../experimental/design#specific-topics). diff --git a/experimental/design/README.md b/experimental/design/README.md index b3cbd5e9f3..efb35f86c5 100644 --- a/experimental/design/README.md +++ b/experimental/design/README.md @@ -1,8 +1,16 @@ # Design Questions +## Quality courses + +- ["Grokking the System Design Interview" by Design Gurus](https://designgurus.org/link/kJSIoU?url=https%3A%2F%2Fdesigngurus.org%2Fcourse%3Fcourseid%3Dgrokking-the-system-design-interview) - This is probably the most famous system design interview course on the internet and what makes it different from most other courses out there is that it is purely text-based, which is great for people who refer reading over watching videos (such as myself!). It contains a repository of the popular system design problems along with a glossary of system design basics. I've personally completed this course and highly recommended many others to use this. +- ["Grokking the Advanced System Design Interview" by Design Gurus](https://designgurus.org/link/kJSIoU?url=https%3A%2F%2Fdesigngurus.org%2Fcourse%3Fcourseid%3Dgrokking-the-advanced-system-design-interview) - I haven't tried this but it's by the same people who created "Grokking the System Design Interview", so it should be good! In my opinion you probably wouldn't need this unless you're very senior or going for a specialist position. +- ["Best of System Design" package by Design Gurus](https://designgurus.org/link/kJSIoU?url=https%3A%2F%2Fdesigngurus.org%2Fbundles%3Fbundle_id%3Dbuy-both-system-design-courses) - This bundle allows you to purchase both System Design interview courses by Design Gurus at a discount. Best of all, it's lifetime and not subscription-based. +- ["System Design Interview Course" by Exponent](https://www.tryexponent.com/courses/system-design-interview?ref=techinterviewhandbook) - This course covers system designs basics and has a huge database of popular system design questions with videos of mock interviews. Some of the questions have text answers and a database schema and APIs for reference (which I find helpful). While the subscription might be a little pricey for just the system design interviews content, they also offer quality technical content for [Data Structures](https://www.tryexponent.com/courses/swe-practice?ref=techinterviewhandbook), [Algorithms](https://www.tryexponent.com/courses/algorithms?ref=techinterviewhandbook) and [Behavioral Interviews](https://www.tryexponent.com/courses/behavioral?ref=techinterviewhandbook). The convenience of a one-stop platform which covers all aspects of technical interview preparation is very enticing. + ## Guides -- [Grokking the System Design Interview](https://www.educative.io/collection/5668639101419520/5649050225344512?aff=x23W) +- [Grokking the System Design Interview](https://designgurus.org/link/kJSIoU?url=https%3A%2F%2Fdesigngurus.org%2Fcourse%3Fcourseid%3Dgrokking-the-system-design-interview) +- [Grokking the Advanced System Design Interview](https://designgurus.org/link/kJSIoU?url=https%3A%2F%2Fdesigngurus.org%2Fcourse%3Fcourseid%3Dgrokking-the-advanced-system-design-interview) - https://github.com/donnemartin/system-design-primer - https://github.com/checkcheckzz/system-design-interview - https://github.com/shashank88/system_design diff --git a/experimental/domain/pagination-sorting/data.js b/experimental/domain/pagination-sorting/data.js index 6001ce83a7..0d0832f610 100644 --- a/experimental/domain/pagination-sorting/data.js +++ 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"phone": "+1 (861) 522-3951" - }, - { - "_id": "591ad7e27fd1a4455ccf406c", - "age": 24, - "name": "Church Lynn", - "gender": "male", - "company": "DAISU", - "email": "churchlynn@daisu.com", - "phone": "+1 (896) 425-3854" - } -] + _id: '591ad7e2d1b6119887420af5', + age: 36, + name: 'Salas Mccarthy', + gender: 'male', + company: 'MAKINGWAY', + email: 'salasmccarthy@makingway.com', + phone: '+1 (905) 546-3931', + }, + { + _id: '591ad7e2918b0ba1231b582d', + age: 29, + name: 'Jodi Graham', + gender: 'female', + company: 'BITREX', + email: 'jodigraham@bitrex.com', + phone: '+1 (861) 596-2691', + }, + { + _id: '591ad7e2bc19d181dcb64d57', + age: 34, + name: 'Hollie Hardin', + gender: 'female', + company: 'ZENSURE', + email: 'holliehardin@zensure.com', + phone: '+1 (822) 410-2433', + }, + { + _id: '591ad7e224d2fa7216132561', + age: 26, + name: 'Bullock Cole', + gender: 'male', + company: 'ZILPHUR', + email: 'bullockcole@zilphur.com', + phone: '+1 (839) 563-3350', + }, + { + _id: '591ad7e206c3fb3043ccf8a8', + age: 30, + name: 'Peterson Mosley', + gender: 'male', + company: 'MOBILDATA', + email: 'petersonmosley@mobildata.com', + phone: '+1 (974) 547-3461', + }, + { + _id: '591ad7e20a180de908b0960e', + age: 34, + name: 'Lucille Jackson', + gender: 'female', + company: 'KINETICUT', + email: 'lucillejackson@kineticut.com', + phone: '+1 (845) 443-3594', + }, + { + _id: '591ad7e2768b0cf4837ecf35', + age: 40, + name: 'Cooper Leonard', + gender: 'male', + company: 'CHORIZON', + email: 'cooperleonard@chorizon.com', + phone: '+1 (817) 418-2290', + }, + { + _id: '591ad7e270a640cf8f8a3e44', + age: 27, + name: 'Iris Shepherd', + gender: 'female', + company: 'IDEALIS', + email: 'irisshepherd@idealis.com', + phone: '+1 (858) 599-3628', + }, + { + _id: '591ad7e222ddd244aaba0315', + age: 31, + name: 'Oneil Head', + gender: 'male', + company: 'LIMOZEN', + email: 'oneilhead@limozen.com', + phone: '+1 (894) 440-3396', + }, + { + _id: '591ad7e2d36847b5e648587b', + age: 28, + name: 'Swanson Singleton', + gender: 'male', + company: 'NSPIRE', + email: 'swansonsingleton@nspire.com', + phone: '+1 (817) 510-2480', + }, + { + _id: '591ad7e2b78092f9fb866779', + age: 37, + name: 'Sutton Odom', + gender: 'male', + company: 'GLUKGLUK', + email: 'suttonodom@glukgluk.com', + phone: '+1 (961) 424-2812', + }, + { + _id: '591ad7e222736aa66a9b35cc', + age: 31, + name: 'Chandler Kirk', + gender: 'male', + company: 'EWAVES', + email: 'chandlerkirk@ewaves.com', + phone: '+1 (902) 524-3712', + }, + { + _id: '591ad7e2ac3f9abecd5175a7', + age: 28, + name: 'Gentry Stanley', + gender: 'male', + company: 'GINK', + email: 'gentrystanley@gink.com', + phone: '+1 (878) 592-2331', + }, + { + _id: '591ad7e2f79787dc605d61fb', + age: 28, + name: 'Paulette Guthrie', + gender: 'female', + company: 'SEQUITUR', + email: 'pauletteguthrie@sequitur.com', + phone: '+1 (820) 473-2926', + }, + { + _id: '591ad7e2ff61553783737bc0', + age: 37, + name: 'Lesley Nash', + gender: 'female', + company: 'MELBACOR', + email: 'lesleynash@melbacor.com', + phone: '+1 (849) 414-2115', + }, + { + _id: '591ad7e26f9c3fc95fa8e6f1', + age: 22, + name: 'Frye Oneil', + gender: 'male', + company: 'OVERPLEX', + email: 'fryeoneil@overplex.com', + phone: '+1 (999) 412-2403', + }, + { + _id: '591ad7e2eee8b7cd857a29d0', + age: 40, + name: 'Christina Zamora', + gender: 'female', + company: 'REPETWIRE', + email: 'christinazamora@repetwire.com', + phone: '+1 (860) 504-3885', + }, + { + _id: '591ad7e2be93544c81761053', + age: 25, + name: 'Earlene Dunn', + gender: 'female', + company: 'PHARMEX', + email: 'earlenedunn@pharmex.com', + phone: '+1 (831) 582-2974', + }, + { + _id: '591ad7e2cb672de927940ef4', + age: 25, + name: 'Hoffman Pittman', + gender: 'male', + company: 'ENOMEN', + email: 'hoffmanpittman@enomen.com', + phone: '+1 (882) 420-3186', + }, + { + _id: '591ad7e2aabaae50d75c21a3', + age: 35, + name: 'Wilson Tran', + gender: 'male', + company: 'CAXT', + email: 'wilsontran@caxt.com', + phone: '+1 (842) 529-3085', + }, + { + _id: '591ad7e2bdd6104be85bdd87', + age: 22, + name: 'Hensley Hawkins', + gender: 'male', + company: 'LUDAK', + email: 'hensleyhawkins@ludak.com', + phone: '+1 (902) 566-3308', + }, + { + _id: '591ad7e24796cbdc0eacb6c0', + age: 36, + name: 'Gray Schultz', + gender: 'male', + company: 'EBIDCO', + email: 'grayschultz@ebidco.com', + phone: '+1 (910) 532-2845', + }, + { + _id: '591ad7e204425cc3b121279a', + age: 25, + name: 'Odonnell Livingston', + gender: 'male', + company: 'ANOCHA', + email: 'odonnelllivingston@anocha.com', + phone: '+1 (991) 422-2754', + }, + { + _id: '591ad7e2997ac59b446d3a30', + age: 36, + name: 'Shelton Lindsay', + gender: 'male', + company: 'DENTREX', + email: 'sheltonlindsay@dentrex.com', + phone: '+1 (899) 567-2928', + }, + { + _id: '591ad7e2646dad2ff456b035', + age: 40, + name: 'Mcclain Larson', + gender: 'male', + company: 'GENMOM', + email: 'mcclainlarson@genmom.com', + phone: '+1 (934) 508-3477', + }, + { + _id: '591ad7e21e908e847ee6d3ea', + age: 27, + name: 'Miranda Branch', + gender: 'female', + company: 'ROCKYARD', + email: 'mirandabranch@rockyard.com', + phone: '+1 (989) 446-2387', + }, + { + _id: '591ad7e2d7905d2fcaa1ce18', + age: 36, + name: 'Valencia Moreno', + gender: 'male', + company: 'KIOSK', + email: 'valenciamoreno@kiosk.com', + phone: '+1 (807) 449-2626', + }, + { + _id: '591ad7e245e3c4ce18a92054', + age: 40, + name: 'Witt Leblanc', + gender: 'male', + company: 'ENERSAVE', + email: 'wittleblanc@enersave.com', + phone: '+1 (809) 491-3886', + }, + { + _id: '591ad7e27f2c70583d1cf34f', + age: 32, + name: 'Glover Mccoy', + gender: 'male', + company: 'BYTREX', + email: 'glovermccoy@bytrex.com', + phone: '+1 (928) 470-2426', + }, + { + _id: '591ad7e22768012595c933c9', + age: 25, + name: 'Billie Dunlap', + gender: 'female', + company: 'INQUALA', + email: 'billiedunlap@inquala.com', + phone: '+1 (903) 415-2136', + }, + { + _id: '591ad7e22df8d07559a29904', + age: 21, + name: 'Bridget Hill', + gender: 'female', + company: 'TRIBALOG', + email: 'bridgethill@tribalog.com', + phone: '+1 (954) 461-3390', + }, + { + _id: '591ad7e201b2bddbc81ae05e', + age: 30, + name: 'Dawson Clements', + gender: 'male', + company: 'EURON', + email: 'dawsonclements@euron.com', + phone: '+1 (926) 570-3444', + }, + { + _id: '591ad7e2c2aeb820e77c1d9a', + age: 31, + name: 'Valdez Johnson', + gender: 'male', + company: 'RETRACK', + email: 'valdezjohnson@retrack.com', + phone: '+1 (841) 506-2428', + }, + { + _id: '591ad7e2370ff047048bd688', + age: 31, + name: 'Nichole Dickerson', + gender: 'female', + company: 'NEOCENT', + email: 'nicholedickerson@neocent.com', + phone: '+1 (945) 437-3591', + }, + { + _id: '591ad7e2b77affba5a8f8603', + age: 34, + name: 'Madden Weaver', + gender: 'male', + company: 'VERBUS', + email: 'maddenweaver@verbus.com', + phone: '+1 (810) 598-3145', + }, + { + _id: '591ad7e21e692cc8247b1d83', + age: 26, + name: 'Larsen Benson', + gender: 'male', + company: 'ISOSURE', + email: 'larsenbenson@isosure.com', + phone: '+1 (890) 435-2219', + }, + { + _id: '591ad7e2de06284f2d2a8d19', + age: 37, + name: 'Barnes Gaines', + gender: 'male', + company: 'RODEOCEAN', + email: 'barnesgaines@rodeocean.com', + phone: '+1 (824) 484-2693', + }, + { + _id: '591ad7e20d9d8224dfbd292f', + age: 28, + name: 'Pacheco Landry', + gender: 'male', + company: 'METROZ', + email: 'pachecolandry@metroz.com', + phone: '+1 (813) 525-3821', + }, + { + _id: '591ad7e2c5348da6a981a148', + age: 21, + name: 'Richard Alexander', + gender: 'male', + company: 'GADTRON', + email: 'richardalexander@gadtron.com', + phone: '+1 (911) 513-3007', + }, + { + _id: '591ad7e2ca9ef31ba3b67d4f', + age: 22, + name: 'Stone Campos', + gender: 'male', + company: 'TETAK', + email: 'stonecampos@tetak.com', + phone: '+1 (879) 440-3672', + }, + { + _id: '591ad7e2ff5a9796c8470151', + age: 31, + name: 'Walter Randall', + gender: 'male', + company: 'EQUITAX', + email: 'walterrandall@equitax.com', + phone: '+1 (927) 563-3777', + }, + { + _id: '591ad7e272c6b6c1241b3a4a', + age: 27, + name: 'Copeland Compton', + gender: 'male', + company: 'MAXIMIND', + email: 'copelandcompton@maximind.com', + phone: '+1 (829) 599-2574', + }, + { + _id: '591ad7e2220c6caa9e2c444d', + age: 30, + name: 'Lorie Irwin', + gender: 'female', + company: 'ELPRO', + email: 'lorieirwin@elpro.com', + phone: '+1 (938) 584-2368', + }, + { + _id: '591ad7e2942d603032f1ebda', + age: 35, + name: 'Buck Roth', + gender: 'male', + company: 'COMTRACT', + email: 'buckroth@comtract.com', + phone: '+1 (830) 585-3168', + }, + { + _id: '591ad7e2c23efccd2fcd5b2e', + age: 31, + name: 'Mamie Robinson', + gender: 'female', + company: 'ZOMBOID', + email: 'mamierobinson@zomboid.com', + phone: '+1 (845) 481-3222', + }, + { + _id: '591ad7e285109fadbf0f9c01', + age: 33, + name: 'Bryan Stone', + gender: 'male', + company: 'PODUNK', + email: 'bryanstone@podunk.com', + phone: '+1 (971) 469-3832', + }, + { + _id: '591ad7e25abc328c2cc42283', + age: 37, + name: 'Benson Lyons', + gender: 'male', + company: 'FUTURITY', + email: 'bensonlyons@futurity.com', + phone: '+1 (964) 536-3522', + }, + { + _id: '591ad7e28fa81611cdf5066a', + age: 37, + name: 'Sally Finley', + gender: 'female', + company: 'ZYTRAC', + email: 'sallyfinley@zytrac.com', + phone: '+1 (953) 506-2428', + }, + { + _id: '591ad7e271c5882aa5452601', + age: 26, + name: 'Callahan Mckee', + gender: 'male', + company: 'ACCUPRINT', + email: 'callahanmckee@accuprint.com', + phone: '+1 (842) 400-3570', + }, + { + _id: '591ad7e2275e787c5d9eea26', + age: 25, + name: 'Ines Hamilton', + gender: 'female', + company: 'PROSURE', + email: 'ineshamilton@prosure.com', + phone: '+1 (976) 485-2663', + }, + { + _id: '591ad7e2d8790e386b671ec6', + age: 38, + name: 'Mcknight Abbott', + gender: 'male', + company: 'MAXEMIA', + email: 'mcknightabbott@maxemia.com', + phone: '+1 (960) 600-3920', + }, + { + _id: '591ad7e2a1cae1e4f17d8db2', + age: 28, + name: 'Tanisha Ross', + gender: 'female', + company: 'SYNKGEN', + email: 'tanishaross@synkgen.com', + phone: '+1 (920) 502-3204', + }, + { + _id: '591ad7e2f816fd6848bc03a3', + age: 22, + name: 'Pam Webb', + gender: 'female', + company: 'VALREDA', + email: 'pamwebb@valreda.com', + phone: '+1 (926) 442-2683', + }, + { + _id: '591ad7e208585adb332ac653', + age: 29, + name: 'Bobbi Mays', + gender: 'female', + company: 'PARLEYNET', + email: 'bobbimays@parleynet.com', + phone: '+1 (940) 577-3487', + }, + { + _id: '591ad7e2f4b29cbd1744b14e', + age: 27, + name: 'Snider Sandoval', + gender: 'male', + company: 'GRONK', + email: 'snidersandoval@gronk.com', + phone: '+1 (903) 526-2655', + }, + { + _id: '591ad7e23a3f54209ec9deba', + age: 33, + name: 'Fitzpatrick Weiss', + gender: 'male', + company: 'MICROLUXE', + email: 'fitzpatrickweiss@microluxe.com', + phone: '+1 (894) 494-2135', + }, + { + _id: '591ad7e229d21e1b7723c044', + age: 27, + name: 'Kimberly Brown', + gender: 'female', + company: 'SPACEWAX', + email: 'kimberlybrown@spacewax.com', + phone: '+1 (832) 481-2926', + }, + { + _id: '591ad7e247e285f0c563ac94', + age: 20, + name: 'Fisher Kent', + gender: 'male', + company: 'ORBIN', + email: 'fisherkent@orbin.com', + phone: '+1 (962) 523-3956', + }, + { + _id: '591ad7e274439c6eb52e99df', + age: 26, + name: 'Arlene Carroll', + gender: 'female', + company: 'ELITA', + email: 'arlenecarroll@elita.com', + phone: '+1 (998) 497-3751', + }, + { + _id: '591ad7e271852e5766fad809', + age: 22, + name: 'Tamra Spence', + gender: 'female', + company: 'ARTWORLDS', + email: 'tamraspence@artworlds.com', + phone: '+1 (963) 516-2492', + }, + { + _id: '591ad7e28c9165c4372744f7', + age: 29, + name: 'Alice Goodman', + gender: 'female', + company: 'ZILLIDIUM', + email: 'alicegoodman@zillidium.com', + phone: '+1 (829) 577-2972', + }, + { + _id: '591ad7e2c2a9121f713f15c3', + age: 27, + name: 'Clay Washington', + gender: 'male', + company: 'EXOSTREAM', + email: 'claywashington@exostream.com', + phone: '+1 (926) 460-3699', + }, + { + _id: '591ad7e2c99d41ce0347ac8f', + age: 38, + name: 'Navarro Walsh', + gender: 'male', + company: 'ILLUMITY', + email: 'navarrowalsh@illumity.com', + phone: '+1 (896) 564-3270', + }, + { + _id: '591ad7e25e7c6ff0785d1337', + age: 22, + name: 'Alexandra Hughes', + gender: 'female', + company: 'TASMANIA', + email: 'alexandrahughes@tasmania.com', + phone: '+1 (977) 509-3599', + }, + { + _id: '591ad7e2acb8a5785b6fd512', + age: 40, + name: 'Vonda Oliver', + gender: 'female', + company: 'NEPTIDE', + email: 'vondaoliver@neptide.com', + phone: '+1 (836) 595-2260', + }, + { + _id: '591ad7e20543a9fc7bc33515', + age: 36, + name: 'Christa Nixon', + gender: 'female', + company: 'GLASSTEP', + email: 'christanixon@glasstep.com', + phone: '+1 (966) 551-2149', + }, + { + _id: '591ad7e21b8e73ba4dbf7c9a', + age: 34, + name: 'Weber Hurst', + gender: 'male', + company: 'SLUMBERIA', + email: 'weberhurst@slumberia.com', + phone: '+1 (943) 516-3449', + }, + { + _id: '591ad7e282b9cb56357b42db', + age: 27, + name: 'Rasmussen Kramer', + gender: 'male', + company: 'MUSIX', + email: 'rasmussenkramer@musix.com', + phone: '+1 (891) 553-3264', + }, + { + _id: '591ad7e2287c587e3a04e80c', + age: 30, + name: 'Mayra Beasley', + gender: 'female', + company: 'BRAINCLIP', + email: 'mayrabeasley@brainclip.com', + phone: '+1 (958) 576-2642', + }, + { + _id: '591ad7e26245135989367fa8', + age: 20, + name: 'Nunez Ortiz', + gender: 'male', + company: 'KYAGURU', + email: 'nunezortiz@kyaguru.com', + phone: '+1 (906) 591-3563', + }, + { + _id: '591ad7e23248cee3b84bde40', + age: 39, + name: 'Michael Foreman', + gender: 'male', + company: 'DANCITY', + email: 'michaelforeman@dancity.com', + phone: '+1 (848) 400-3539', + }, + { + _id: '591ad7e23ae236a1d59d07ee', + age: 36, + name: 'Virgie Wheeler', + gender: 'female', + company: 'XIIX', + email: 'virgiewheeler@xiix.com', + phone: '+1 (831) 400-2814', + }, + { + _id: '591ad7e2d8b9e3c0c31d770d', + age: 31, + name: 'Levy Hoover', + gender: 'male', + company: 'CANDECOR', + email: 'levyhoover@candecor.com', + phone: '+1 (843) 428-2780', + }, + { + _id: '591ad7e2badb7200ca06a483', + age: 21, + name: 'Battle Stanton', + gender: 'male', + company: 'CALCULA', + email: 'battlestanton@calcula.com', + phone: '+1 (861) 522-3951', + }, + { + _id: '591ad7e27fd1a4455ccf406c', + age: 24, + name: 'Church Lynn', + gender: 'male', + company: 'DAISU', + email: 'churchlynn@daisu.com', + phone: '+1 (896) 425-3854', + }, +]; diff --git a/experimental/domain/snake-game/snake-game.md b/experimental/domain/snake-game/snake-game.md index 3565f41551..8faf1e1fd1 100644 --- a/experimental/domain/snake-game/snake-game.md +++ b/experimental/domain/snake-game/snake-game.md @@ -4,11 +4,9 @@ Design a snake game that is to be played in web browser. Client: React + Redux -Rendering: -Pixel-based graphics. Depending on the intended resolution, can divide the screen into N \* M pixels. Can dynamically calculate the size of each pixel. +Rendering: Pixel-based graphics. Depending on the intended resolution, can divide the screen into N \* M pixels. Can dynamically calculate the size of each pixel. -Fruit: One pixel. -Snake body: One pixel width made up of connected pixels. +Fruit: One pixel. Snake body: One pixel width made up of connected pixels. Model: diff --git a/experimental/utilities/javascript/graphTopoSort.js b/experimental/utilities/javascript/graphTopoSort.js index 3bbd8232a0..66ffbb395e 100644 --- a/experimental/utilities/javascript/graphTopoSort.js +++ b/experimental/utilities/javascript/graphTopoSort.js @@ -3,10 +3,10 @@ function graphTopoSort(numberNodes, edges) { const order = []; const queue = []; for (let i = 0; i < numberNodes; i++) { - nodes.set(i, {in: 0, out: new Set()}); + nodes.set(i, { in: 0, out: new Set() }); } - edges.forEach(edge => { + edges.forEach((edge) => { const [node_id, pre_id] = edge; nodes.get(node_id).in += 1; nodes.get(pre_id).out.add(node_id); @@ -32,4 +32,9 @@ function graphTopoSort(numberNodes, edges) { return order.length == numberNodes ? order : []; } -console.log(graphTopoSort(3, [[0, 1], [0, 2]])); +console.log( + graphTopoSort(3, [ + [0, 1], + [0, 2], + ]), +); diff --git a/experimental/utilities/javascript/matrixClone.js b/experimental/utilities/javascript/matrixClone.js index 2dc00dc2bc..492c7be498 100644 --- a/experimental/utilities/javascript/matrixClone.js +++ b/experimental/utilities/javascript/matrixClone.js @@ -1,5 +1,5 @@ function matrixClone(matrix, defaultValue) { - return matrix.map(row => { + return matrix.map((row) => { return defaultValue === undefined ? row.slice(0) : Array(row.length).fill(defaultValue); @@ -9,14 +9,53 @@ function matrixClone(matrix, defaultValue) { const deepEqual = require('./deepEqual'); // Test clone. -const a = [[1, 2], [1, 4]]; -console.log(deepEqual(matrixClone(a), [[1, 2], [1, 4]])); +const a = [ + [1, 2], + [1, 4], +]; +console.log( + deepEqual(matrixClone(a), [ + [1, 2], + [1, 4], + ]), +); a[0][0] = 4; -console.log(deepEqual(matrixClone(a), [[1, 2], [1, 4]]) === false); +console.log( + deepEqual(matrixClone(a), [ + [1, 2], + [1, 4], + ]) === false, +); console.log(deepEqual(matrixClone([[1]]), [[1]])); // Test clone with default value. -console.log(deepEqual(matrixClone([[1, 2], [1, 4]], 1), [[1, 1], [1, 1]])); console.log( - deepEqual(matrixClone([[1, 2], [1, 4]], null), [[null, null], [null, null]]), + deepEqual( + matrixClone( + [ + [1, 2], + [1, 4], + ], + 1, + ), + [ + [1, 1], + [1, 1], + ], + ), +); +console.log( + deepEqual( + matrixClone( + [ + [1, 2], + [1, 4], + ], + null, + ), + [ + [null, null], + [null, null], + ], + ), ); diff --git a/experimental/utilities/javascript/matrixTranspose.js b/experimental/utilities/javascript/matrixTranspose.js index 134dc91826..900db10782 100644 --- a/experimental/utilities/javascript/matrixTranspose.js +++ b/experimental/utilities/javascript/matrixTranspose.js @@ -1,12 +1,33 @@ function matrixTranspose(matrix) { - return matrix[0].map((col, i) => matrix.map(row => row[i])); + return matrix[0].map((col, i) => matrix.map((row) => row[i])); } const deepEqual = require('./deepEqual'); console.log(deepEqual(matrixTranspose([[1]]), [[1]])); console.log(deepEqual(matrixTranspose([[1, 2]]), [[1], [2]])); -console.log(deepEqual(matrixTranspose([[1, 2], [1, 4]]), [[1, 1], [2, 4]])); console.log( - deepEqual(matrixTranspose([[1, 2, 3], [4, 5, 6]]), [[1, 4], [2, 5], [3, 6]]), + deepEqual( + matrixTranspose([ + [1, 2], + [1, 4], + ]), + [ + [1, 1], + [2, 4], + ], + ), +); +console.log( + deepEqual( + matrixTranspose([ + [1, 2, 3], + [4, 5, 6], + ]), + [ + [1, 4], + [2, 5], + [3, 6], + ], + ), ); diff --git a/experimental/utilities/javascript/matrixTraverse.js b/experimental/utilities/javascript/matrixTraverse.js index 40619f78ac..127d79102d 100644 --- a/experimental/utilities/javascript/matrixTraverse.js +++ b/experimental/utilities/javascript/matrixTraverse.js @@ -1,14 +1,19 @@ function traverse(matrix) { - const DIRECTIONS = [[0, 1], [0, -1], [1, 0], [-1, 0]]; + const DIRECTIONS = [ + [0, 1], + [0, -1], + [1, 0], + [-1, 0], + ]; const rows = matrix.length; const cols = matrix[0].length; - const visited = matrix.map(row => Array(row.length).fill(false)); + const visited = matrix.map((row) => Array(row.length).fill(false)); function dfs(i, j) { if (visited[i][j]) { return; } visited[i][j] = true; - DIRECTIONS.forEach(dir => { + DIRECTIONS.forEach((dir) => { const row = i + dir[0], col = j + dir[1]; // Boundary check. diff --git a/experimental/utilities/javascript/mergeSort.js b/experimental/utilities/javascript/mergeSort.js index 49cf24693c..fb3448a624 100644 --- a/experimental/utilities/javascript/mergeSort.js +++ b/experimental/utilities/javascript/mergeSort.js @@ -37,26 +37,14 @@ console.log(deepEqual(mergeSort([2, 1]), [1, 2])); console.log(deepEqual(mergeSort([7, 2, 4, 3, 1, 2]), [1, 2, 2, 3, 4, 7])); console.log(deepEqual(mergeSort([1, 2, 3, 4, 5, 0]), [0, 1, 2, 3, 4, 5])); console.log( - deepEqual(mergeSort([10, 9, 8, 7, 6, 5, 4, 3, 2, 1]), [ - 1, - 2, - 3, - 4, - 5, - 6, - 7, - 8, - 9, - 10, - ]), + deepEqual( + mergeSort([10, 9, 8, 7, 6, 5, 4, 3, 2, 1]), + [1, 2, 3, 4, 5, 6, 7, 8, 9, 10], + ), ); console.log( - deepEqual(mergeSort([98322, 3242, 876, -234, 34, 12331]), [ - -234, - 34, - 876, - 3242, - 12331, - 98322, - ]), + deepEqual( + mergeSort([98322, 3242, 876, -234, 34, 12331]), + [-234, 34, 876, 3242, 12331, 98322], + ), ); diff --git a/experimental/utilities/python/graph_topo_sort.py b/experimental/utilities/python/graph_topo_sort.py index 011c656fa5..18cae85caf 100644 --- a/experimental/utilities/python/graph_topo_sort.py +++ b/experimental/utilities/python/graph_topo_sort.py @@ -16,6 +16,7 @@ def graph_topo_sort(num_nodes, edges): if nodes[outgoing_id]['in'] == 0: queue.append(outgoing_id) order.append(node_id) - return order if len(order) == num_nodes else [] + return order if len(order) == num_nodes else None -print(graph_topo_sort(3, [[0, 1], [0, 2]])) +print(graph_topo_sort(4, [[0, 1], [0, 2], [2, 1], [3, 0]])) +# [1, 2, 0,3 ] diff --git a/package-lock.json b/package-lock.json new file mode 100644 index 0000000000..763e690dd7 --- /dev/null +++ b/package-lock.json @@ -0,0 +1,35646 @@ +{ + "name": "tech-interview-handbook", + "lockfileVersion": 2, + "requires": true, + 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"build": "turbo run build", + "clean": "turbo run clean", + "dev": "turbo run dev --no-cache --parallel --continue", + "format": "prettier --write \"**/*.{ts,tsx,md}\"", + "lint": "turbo run lint", + "test": "turbo run test", + "tsc": "turbo run tsc" + }, + "devDependencies": { + "prettier": "^2.7.1", + "turbo": "latest" + } +} diff --git a/packages/eslint-config-tih/index.js b/packages/eslint-config-tih/index.js new file mode 100644 index 0000000000..8ee2fa69a6 --- /dev/null +++ b/packages/eslint-config-tih/index.js @@ -0,0 +1,147 @@ +/* eslint-disable sort-keys-fix/sort-keys-fix */ + +const OFF = 0; +const WARN = 1; +const ERROR = 2; + +module.exports = { + parser: '@typescript-eslint/parser', + plugins: [ + '@typescript-eslint', + 'simple-import-sort', + 'sort-keys-fix', + 'typescript-sort-keys', + ], + extends: [ + 'next/core-web-vitals', + 'eslint:recommended', + 'plugin:@typescript-eslint/recommended', + 'prettier', + ], + settings: { + react: { + version: 'detect', + }, + }, + rules: { + camelcase: [ERROR, { properties: 'never', ignoreDestructuring: true }], + 'capitalized-comments': [ + ERROR, + 'always', + { ignoreConsecutiveComments: true }, + ], + 'consistent-this': ERROR, + curly: ERROR, + 'dot-notation': ERROR, + eqeqeq: [ERROR, 'smart'], + 'func-name-matching': ERROR, + 'func-names': [ERROR, 'as-needed'], + 'func-style': [ERROR, 'declaration', { allowArrowFunctions: true }], + 'guard-for-in': ERROR, + 'init-declarations': ERROR, + 'no-console': [ERROR, { allow: ['warn', 'error', 'info'] }], + 'no-else-return': [ERROR, { allowElseIf: false }], + 'no-extra-boolean-cast': ERROR, + 'no-lonely-if': ERROR, + 'no-shadow': ERROR, + 'no-unused-vars': OFF, // Use @typescript-eslint/no-unused-vars instead. + 'object-shorthand': ERROR, + 'one-var': [ERROR, 'never'], + 'operator-assignment': ERROR, + 'prefer-arrow-callback': ERROR, + 'prefer-const': ERROR, + 'prefer-destructuring': [ + ERROR, + { + object: true, + }, + ], + radix: ERROR, + 'spaced-comment': ERROR, + + 'react/button-has-type': ERROR, + 'react/display-name': OFF, + 'react/destructuring-assignment': [ERROR, 'always'], + // 'react/hook-use-state': ERROR, + 'react/no-array-index-key': ERROR, + 'react/no-unescaped-entities': OFF, + 'react/void-dom-elements-no-children': ERROR, + + 'react/jsx-boolean-value': [ERROR, 'always'], + 'react/jsx-curly-brace-presence': [ + ERROR, + { props: 'never', children: 'never' }, + ], + 'react/jsx-no-useless-fragment': ERROR, + 'react/jsx-sort-props': [ + ERROR, + { + callbacksLast: true, + shorthandFirst: true, + reservedFirst: true, + }, + ], + + '@next/next/no-img-element': OFF, + '@next/next/no-html-link-for-pages': OFF, + + '@typescript-eslint/array-type': [ + ERROR, + { default: 'generic', readonly: 'generic' }, + ], + '@typescript-eslint/consistent-generic-constructors': [ + ERROR, + 'constructor', + ], + '@typescript-eslint/consistent-indexed-object-style': [ERROR, 'record'], + '@typescript-eslint/consistent-type-definitions': [ERROR, 'type'], + '@typescript-eslint/consistent-type-imports': ERROR, + '@typescript-eslint/no-duplicate-enum-values': ERROR, + '@typescript-eslint/no-for-in-array': ERROR, + '@typescript-eslint/no-non-null-assertion': OFF, + '@typescript-eslint/no-unused-vars': [ERROR, { argsIgnorePattern: '^_' }], + '@typescript-eslint/prefer-optional-chain': ERROR, + '@typescript-eslint/require-array-sort-compare': ERROR, + '@typescript-eslint/restrict-plus-operands': ERROR, + '@typescript-eslint/sort-type-union-intersection-members': ERROR, + + // Sorting + 'typescript-sort-keys/interface': ERROR, + 'typescript-sort-keys/string-enum': ERROR, + 'sort-keys-fix/sort-keys-fix': ERROR, + 'simple-import-sort/exports': WARN, + 'simple-import-sort/imports': [ + WARN, + { + groups: [ + // Ext library & side effect imports. + ['^~?\\w', '^\\u0000', '^@'], + // Lib and hooks. + ['^~/lib', '^~/hooks'], + // Static data. + ['^~/data'], + // Components. + ['^~/components'], + // Other imports. + ['^~/'], + // Relative paths up until 3 level. + [ + '^\\./?$', + '^\\.(?!/?$)', + '^\\.\\./?$', + '^\\.\\.(?!/?$)', + '^\\.\\./\\.\\./?$', + '^\\.\\./\\.\\.(?!/?$)', + '^\\.\\./\\.\\./\\.\\./?$', + '^\\.\\./\\.\\./\\.\\.(?!/?$)', + ], + ['^~/types'], + // {s}css files + ['^.+\\.s?css$'], + // Others that don't fit in. + ['^'], + ], + }, + ], + }, +}; diff --git a/packages/eslint-config-tih/package.json b/packages/eslint-config-tih/package.json new file mode 100644 index 0000000000..edbc0552eb --- /dev/null +++ b/packages/eslint-config-tih/package.json @@ -0,0 +1,21 @@ +{ + "name": "eslint-config-tih", + "version": "0.0.0", + "private": true, + "license": "MIT", + "main": "index.js", + "dependencies": { + "@typescript-eslint/eslint-plugin": "^5.33.0", + "@typescript-eslint/parser": "^5.33.0", + "eslint-config-next": "^12.3.1", + "eslint-config-prettier": "^8.5.0", + "eslint-plugin-react": "7.28.0", + "eslint-plugin-simple-import-sort": "^7.0.0", + "eslint-plugin-sort-keys-fix": "^1.1.2", + "eslint-plugin-typescript-sort-keys": "^2.1.0", + "eslint-config-turbo": "latest" + }, + "publishConfig": { + "access": "public" + } +} diff --git a/packages/tsconfig/base.json b/packages/tsconfig/base.json new file mode 100644 index 0000000000..d72a9f3a27 --- /dev/null +++ b/packages/tsconfig/base.json @@ -0,0 +1,20 @@ +{ + "$schema": "https://json.schemastore.org/tsconfig", + "display": "Default", + "compilerOptions": { + "composite": false, + "declaration": true, + "declarationMap": true, + "esModuleInterop": true, + "forceConsistentCasingInFileNames": true, + "inlineSources": false, + "isolatedModules": true, + "moduleResolution": "node", + "noUnusedLocals": false, + "noUnusedParameters": false, + "preserveWatchOutput": true, + "skipLibCheck": true, + "strict": true + }, + "exclude": ["node_modules"] +} diff --git a/packages/tsconfig/nextjs.json b/packages/tsconfig/nextjs.json new file mode 100644 index 0000000000..732026c0c6 --- /dev/null +++ b/packages/tsconfig/nextjs.json @@ -0,0 +1,21 @@ +{ + "$schema": "https://json.schemastore.org/tsconfig", + "display": "Next.js", + "extends": "./base.json", + "compilerOptions": { + "allowJs": true, + "declaration": false, + "declarationMap": false, + "esModuleInterop": true, + "forceConsistentCasingInFileNames": true, + "incremental": true, + "jsx": "preserve", + "lib": ["dom", "dom.iterable", "esnext"], + "module": "esnext", + "noEmit": true, + "resolveJsonModule": true, + "target": "es5", + "strict": true + }, + "include": ["next-env.d.ts", "**/*.ts", "**/*.tsx", "**/*.cjs", "**/*.mjs"] +} diff --git a/packages/tsconfig/package.json b/packages/tsconfig/package.json new file mode 100644 index 0000000000..adb7fa90bf --- /dev/null +++ b/packages/tsconfig/package.json @@ -0,0 +1,9 @@ +{ + "name": "@tih/tsconfig", + "version": "0.0.0", + "private": true, + "license": "MIT", + "publishConfig": { + "access": "public" + } +} diff --git a/packages/tsconfig/react-library.json b/packages/tsconfig/react-library.json new file mode 100644 index 0000000000..af8711c529 --- /dev/null +++ b/packages/tsconfig/react-library.json @@ -0,0 +1,11 @@ +{ + "$schema": "https://json.schemastore.org/tsconfig", + "display": "React Library", + "extends": "./base.json", + "compilerOptions": { + "jsx": "react-jsx", + "lib": ["ES2015"], + "module": "ESNext", + "target": "es6" + } +} diff --git a/packages/ui/.eslintrc.js b/packages/ui/.eslintrc.js new file mode 100644 index 0000000000..07b7f1964d --- /dev/null +++ b/packages/ui/.eslintrc.js @@ -0,0 +1,8 @@ +module.exports = { + root: true, + extends: ['tih'], + parserOptions: { + tsconfigRootDir: __dirname, + project: ['./tsconfig.json'], + }, +}; diff --git a/packages/ui/package.json b/packages/ui/package.json new file mode 100644 index 0000000000..e6d3b75436 --- /dev/null +++ b/packages/ui/package.json @@ -0,0 +1,30 @@ +{ + "name": "@tih/ui", + "version": "0.0.0", + "private": true, + "license": "MIT", + "sideEffects": false, + "main": "./dist/index.js", + "module": "./dist/index.mjs", + "types": "./dist/index.d.ts", + "files": [ + "dist/**" + ], + "scripts": { + "build": "tsup src/index.tsx --format esm,cjs --dts --external react", + "clean": "rm -rf dist", + "tsc": "tsc", + "dev": "tsup src/index.tsx --format esm,cjs --watch --dts --external react", + "lint": "eslint src/**/*.ts* --fix" + }, + "devDependencies": { + "@tih/tsconfig": "*", + "@types/react": "^18.0.21", + "@types/react-dom": "^18.0.6", + "eslint": "^8.24.0", + "eslint-config-tih": "*", + "react": "^18.2.0", + "tsup": "^6.2.3", + "typescript": "^4.8.3" + } +} diff --git a/packages/ui/src/CounterButton.tsx b/packages/ui/src/CounterButton.tsx new file mode 100644 index 0000000000..f61f0ad710 --- /dev/null +++ b/packages/ui/src/CounterButton.tsx @@ -0,0 +1,42 @@ +import * as React from 'react'; + +export function CounterButton() { + const [count, setCount] = React.useState(0); + return ( +
+

+ This component is from{' '} + + @tih/ui + +

+
+ +
+
+ ); +} diff --git a/packages/ui/src/NewTabLink.tsx b/packages/ui/src/NewTabLink.tsx new file mode 100644 index 0000000000..86c240e824 --- /dev/null +++ b/packages/ui/src/NewTabLink.tsx @@ -0,0 +1,15 @@ +import * as React from 'react'; +export function NewTabLink({ + children, + href, + ...other +}: { + children: React.ReactNode; + href: string; +}) { + return ( + + {children} + + ); +} diff --git a/packages/ui/src/index.tsx b/packages/ui/src/index.tsx new file mode 100644 index 0000000000..97ab35fa28 --- /dev/null +++ b/packages/ui/src/index.tsx @@ -0,0 +1,2 @@ +export { CounterButton } from './CounterButton'; +export { NewTabLink } from './NewTabLink'; diff --git a/packages/ui/tsconfig.json b/packages/ui/tsconfig.json new file mode 100644 index 0000000000..982a24b8fb --- /dev/null +++ b/packages/ui/tsconfig.json @@ -0,0 +1,8 @@ +{ + "compilerOptions": { + "lib": ["dom", "ES2015"] + }, + "extends": "@tih/tsconfig/react-library.json", + "include": ["."], + "exclude": ["dist", "build", "node_modules"] +} diff --git a/preparing/README.md b/preparing/README.md deleted file mode 100644 index 66de37c962..0000000000 --- a/preparing/README.md +++ /dev/null @@ -1,5 +0,0 @@ -# Preparing - -The contents have been moved to the [website](https://www.techinterviewhandbook.org/coding-interview). - - diff --git a/preparing/cheatsheet.md b/preparing/cheatsheet.md deleted file mode 100644 index 99592c60a7..0000000000 --- a/preparing/cheatsheet.md +++ /dev/null @@ -1,5 +0,0 @@ -# Cheatsheet - -The contents have been moved to the [website](https://www.techinterviewhandbook.org/cheatsheet). - - diff --git a/turbo.json b/turbo.json new file mode 100644 index 0000000000..0f5e546ef9 --- /dev/null +++ b/turbo.json @@ -0,0 +1,32 @@ +{ + "$schema": "https://turborepo.org/schema.json", + "pipeline": { + "build": { + "outputs": [ + "dist/**", + ".next/**", + "build/**", + "api/**", + "public/build/**" + ], + "dependsOn": ["^build"] + }, + "test": { + "outputs": ["coverage/**"], + "dependsOn": [] + }, + "lint": { + "dependsOn": ["^build"], + "outputs": [] + }, + "tsc": { + "cache": true + }, + "dev": { + "cache": false + }, + "clean": { + "cache": false + } + } +} diff --git a/website/blog/2019-11-03-are-front-end-development-enough-for-a-career.md b/website/blog/2019-11-03-are-front-end-development-enough-for-a-career.md index c717f6ca35..e6136139eb 100644 --- a/website/blog/2019-11-03-are-front-end-development-enough-for-a-career.md +++ b/website/blog/2019-11-03-are-front-end-development-enough-for-a-career.md @@ -10,14 +10,14 @@ tags: [front end, career] hide_table_of_contents: true --- - - - - Recently, an undergrad freshmen I met at an event asked me a question regarding Front End development as a career. + + + + > I'm honestly quite into front end development — web technologies, UI/UX, web design and stuff. But with there being more and more accessible to new developers (create-react-app, parcel and such), I just can't help but wonder if these skills are sufficient to survive in the tech industry today. Not that it's a bad thing! Lowering the barrier to entry for programmers is always good. However, for those like myself who would like to pursue front end development as a career, I'm just wondering if having these skills are enough. Interesting question. I've wondered the same question to myself before but convinced myself that I'm probably fine just dabbling in Front End development for now. 😌 diff --git a/website/blog/2021-04-12-importance-of-communicating-effectively-as-an-engineer.md b/website/blog/2021-04-12-importance-of-communicating-effectively-as-an-engineer.md index 2ebba1c693..4a6e8be13e 100644 --- a/website/blog/2021-04-12-importance-of-communicating-effectively-as-an-engineer.md +++ b/website/blog/2021-04-12-importance-of-communicating-effectively-as-an-engineer.md @@ -9,10 +9,6 @@ tags: [career, communication] hide_table_of_contents: true --- - - - - import BadCommunicationURL from '@site/static/img/bad-communication.jpg'; **_tl;dr: communicating effectively broadly and frequently helps you grow as an engineer and we have many tools built to do that!_** @@ -21,6 +17,10 @@ At Facebook where I work at, strong communication is crucial for a successful ca + + + + I love to code. Personally, I would love to shut off all communication channels and focus entirely on coding if I could. However, doing that will probably have disastrous effects. Communication is super important and I learnt that the hard way when I first started at Facebook. In my first year at Facebook, I made a few painful mistakes related to communication. I changed the project plans and timeline without informing my tech lead, resulting in my teammate having to cover me at the last minute and do the work I reprioritized without telling anyone. In another instance, I didn't communicate that I was going to do some work that my teammate had planned to do, resulting in wasted efforts. From then on, I made a mental note to myself to communicate broadly and early wherever possible and seek alignment. I'd err on the side of over-communicating rather than under-communicating (though sometimes I still forget).
diff --git a/website/blog/2021-08-19-facebook-career-questions-and-answers.md b/website/blog/2021-08-19-facebook-career-questions-and-answers.md index c0b4c69564..c1b34c64b3 100644 --- a/website/blog/2021-08-19-facebook-career-questions-and-answers.md +++ b/website/blog/2021-08-19-facebook-career-questions-and-answers.md @@ -9,14 +9,14 @@ tags: [career, facebook, meta] hide_table_of_contents: true --- - - - - A number of students from the Project Intern group have been asking me questions related to Facebook internships, working at Facebook, and my personal journey. I decided to write down my answers in the form of a blog post so they can be shared more broadly and I can point people to this blog post in future whenever I get asked similar questions. + + + + **_I am not a recruiter and I might have answered some of the recruiting or internship-related questions wrongly, so take them with a grain of salt. Opinions expressed are my own and do not represent the views of my employer._** ## Glossary diff --git a/website/blog/2021-08-28-front-end-career-questions.md b/website/blog/2021-08-28-front-end-career-questions.md index 66e4edb5cf..2b8dcb64b9 100644 --- a/website/blog/2021-08-28-front-end-career-questions.md +++ b/website/blog/2021-08-28-front-end-career-questions.md @@ -9,14 +9,14 @@ tags: [front end, career] hide_table_of_contents: true --- - - - - Recently a junior front end engineer at a startup in Singapore reached out to me to ask me how front end development as a career. + + + + ### My manager told me that currently it's a bit hard to define requirements & expectations for higher tier / higher Individual Contributor (IC) level for Front End engineers in the organization. Since you are working at Facebook, I am wondering what are some requirements & expectations for higher IC level there for Front End engineers (maybe around IC4, IC5 and above if that's kinda the level you use there)? For smaller companies that might be true, but it's still possible if you don't limit yourself to front end work. Going up the levels is all about scope and complexity. IC3s (Junior Engineer) work on tasks, IC4s (Software Engineer) work on features, IC5s (Senior Software Engineer) work on projects, IC6s (Staff Software Engineer) work on huge projects spanning across teams, IC7s (Senior Staff Software Engineer) work on projects spanning across the org, IC8+s (Principal Software Engineer) work on projects spanning across the company or even influencing the industry. If you're able to show that you can handle scope of that magnitude, there shouldn't be a reason not to be compensated at that level. That said, the rough guide I proposed here is for a company the size of Facebook where we have 10s of thousands of Engineers. Doing work that impacts an entire company of 10 people likely won't be IC8 level work. For reference, React core team is mostly made up of IC5s/IC6s and one IC7. Flow has a number of IC5s and IC6s as it's technically complex and affects how the entire company writes JavaScript. GraphQL has many senior engineers and the creator of GraphQL is currently a director (IC8 equivalent). diff --git a/contents/resume-case-study.md b/website/blog/2021-08-29-resume-improvement-case-study.md similarity index 82% rename from contents/resume-case-study.md rename to website/blog/2021-08-29-resume-improvement-case-study.md index dfbe702936..1714391914 100644 --- a/contents/resume-case-study.md +++ b/website/blog/2021-08-29-resume-improvement-case-study.md @@ -1,18 +1,25 @@ --- -id: resume-case-study -title: Resume case study -sidebar_label: Case study +title: Resume improvement case study +slug: resume-improvement-case-study +author: Yangshun Tay +author_title: Engineering Lead at Facebook +author_url: https://github.com/yangshun +author_image_url: https://github.com/yangshun.png +tags: [career, resume] +hide_table_of_contents: true --- import TeikjunResumeOldURL from '@site/static/img/teik-jun-resume-old.png'; import TeikjunResumeNewURL from '@site/static/img/teik-jun-resume-new.png'; -To put the points mentioned in the [previous section](./resume.md) in practice. Here we will be reviewing [Teik Jun's](https://github.com/teikjun) resume, critiquing it and improving it. At the time of writing, Teik Jun is a Year 4 undergraduate at National University of Singapore and is looking for a Software Engineering (SWE) internship for the summer of 2022. +As an example of putting the Resume tips to practice, let's reviewing [Teik Jun's](https://github.com/teikjun) resume, critiquing it and improving it. At the time of writing, Teik Jun is a Year 4 undergraduate at National University of Singapore and is looking for a Software Engineering (SWE) internship for the summer of 2022. + + Here's the initial version of Teik Jun's resume I received from him. -
+
- Teik Jun's initial resume + Teik Jun's initial resume
Teik Jun's initial resume
@@ -52,9 +59,9 @@ Here's an improved version of Teik Jun's resume which I feel which better highli In my opinion, this improved resume is sure to capture the eyes of any recruiter in the world! -
+
- Teik Jun's improved resume + Teik Jun's improved resume
Teik Jun's improved resume
diff --git a/website/blog/2021-08-30-a-glimpse-into-front-end-interviews.md b/website/blog/2021-08-30-a-glimpse-into-front-end-interviews.md index 4c188967e6..268c7100d2 100644 --- a/website/blog/2021-08-30-a-glimpse-into-front-end-interviews.md +++ b/website/blog/2021-08-30-a-glimpse-into-front-end-interviews.md @@ -2,21 +2,21 @@ title: A Glimpse into Front End Interviews slug: a-glimpse-into-front-end-interviews author: Kai Li -author_title: Software Engineer at Quora +author_title: Software Engineer at Stripe, ex-Quora author_url: https://github.com/li-kai author_image_url: https://github.com/li-kai.png tags: [front end, leetcode] hide_table_of_contents: true --- - - - - A glimpse into the front end interview process and questions that frequently come up. + + + + ## Interview Process Applying for front end engineer roles is very similar to software engineer roles, but the interviews can be quite different. In my experience, for each company, there tend to be between 3 to 4 sessions. Most of them will be testing on JavaScript and discussion around web development technologies, and the rest on algorithms or behavioral. @@ -144,7 +144,7 @@ Implementation rounds feel very similar to algorithms, as you need to actively f ## Algorithm Rounds -As software engineers, we are not unfamiliar with algorithm questions. Leetcode and Hackerrank are common resources used for practicing such questions. +As software engineers, we are not unfamiliar with algorithm questions. LeetCode and Hackerrank are common resources used for practicing such questions. As I knew this was my weakness, this was where I spent the most time. It may be a little ironic that I chose Python over JavaScript as my language of choice for tackling algorithms. JavaScript's lack of a native minheap and binary search implementation made it a slightly worse choice. diff --git a/website/blog/2021-10-30-my-experience-working-as-a-meta-engineer.md b/website/blog/2021-10-30-my-experience-working-as-a-meta-engineer.md index 271330c9b9..7b49b28400 100644 --- a/website/blog/2021-10-30-my-experience-working-as-a-meta-engineer.md +++ b/website/blog/2021-10-30-my-experience-working-as-a-meta-engineer.md @@ -14,41 +14,55 @@ A number of the folks I referred have completed their interviews and are in the ![Meta logo](/img/meta-facebook.jpg) +**Disclaimer: Opinions are my own and do not represent the views of my employer (Meta)** + ## Products -Meta is a huge company and has teams working on all sorts of products. For big tech companies, common products include ads networks, chat, enterprise offerings, video watching, payments, hardware products, industry-leading AI tools, internal tools, etc. the other big tech companies Microsoft, Amazon, Apple and ByteDance have products in some of these areas as well. For many big companies, they are large enough that they build their our own infra and internal tools for most technologies they use because most existing technologies on the market can't meet their scale. Hence, not only will you get the chance to work on consumer products, you might also get to work on some of the lower level infrastructure work that is used by your fellow software engineers - our internal database systems, our internal Docker, our open source projects like React, React Native, GraphQL, PyTorch, Docusaurus, etc. +Meta is a huge company and has teams working on all sorts of products. For big tech companies, common products include ads networks, chat, enterprise offerings, video watching, payments, hardware products, industry-leading AI tools, internal tools, etc. the other big tech companies Microsoft, Amazon, Apple and ByteDance have products in some of these areas as well. For many big companies, they are large enough that they build their our own infra and internal tools for most technologies they use because most existing technologies on the market can't meet their scale. Hence, not only will you get the chance to work on consumer products, you might also get to work on some of the lower level infrastructure work that is used by your fellow software engineers - our internal database systems, our internal Docker, our open source projects like React, React Native, GraphQL, Jest, PyTorch, Docusaurus, etc. The impact is huge - every line of code you write has the potential to impact millions (sometimes even billions) of users due to the widespread nature of Meta's products. There was an intern who on their second day of work, changed the placeholder text of facebook.com's search bar by accident to "Hi I'm a Search Bar!" as part of a ramp up task and it was shipped to public for a brief moment before the change got reverted. With great power comes great responsibility! ### Teams in Meta Singapore -Let's talk about some of the teams in Meta Singapore since I currently work in Singapore and many of the readers are based in Singapore. +Let's talk about some of the teams in Meta Singapore since I currently work in Singapore and many of the readers are based in Singapore. **Note that this section will go out of date as priorities shift. Last update: 2022/05/12.** + +In Meta SG we have two teams belonging to two organizations - Commerce Engineering and Ads & Business Platform. Both organizations, like most organizations in Meta, have global impact where the number of users is in the order of millions or more. + +Commerce Engineering (hardware sales) is Meta's next up and coming revenue stream and is also the organization which I work in. Commerce Engineering primarily deals with bringing Meta's hardware products to market - from building immersive digital storefronts and highly optimized checkout flows to delivering great post-sales experiences to platforms that manage the demand, production, testing and shipping of Meta hardware products across the entire supply chain. If you have heard of the Quest headset device, which is Meta's flagship VR device, my team spent the entire of 2021 building the Meta Store website to sell them (https://store.facebook.com/quest/ and https://store.facebook.com/portal/). I led the organization's migration from our existing separate Meta Quest and Portal websites to the unified Meta Store website, by building the web infrastructure, the React components for the web version of the Meta Store Design System, and developed migration guides + new APIs to help teams quickly migrate their products onto the Meta Store website. In April 2022, Meta announced the [Meta Store in Burlingame, California](https://about.fb.com/news/2022/04/meta-retail-store/) and the Meta Store website, which is one of the most visible products from the Singapore engineering office. It's definitely one of the highlights of my career to be building a product that contributed to Meta's 2nd highest revenue stream (and still growing)! We have even bigger plans for the Meta Store website. Stay tuned. + +Some stories from engineers in Commerce Engineering: + +- [Help 10 People—or Billions? Engineering Impact on a Global Scale](https://www.metacareers.com/life/help-10-peopleor-billions/), Nishita A., Software Engineering Manager, Commerce Engineering +- [Embracing Change to Evolve Her Engineering Journey](https://www.metacareers.com/life/embracing-change-to-evolve-her-engineering-journey), Michelle T., Software Engineer, Commerce Engineering -In Meta SG we have two huge organizations - Commerce Engineering and Ads & Business Growth. Both organizations, like most organizations in Meta, have global impact where the number of users are in the order of millions or more. +On the Ads and Business organization, there are these teams: -Commerce Engineering (hardware sales) is Meta's next up and coming revenue stream and is also the team I work in. Commerce Engineering primarily deals with sale of Meta's hardware devices, from discovery to purchase to warranties, returns and support. If you heard of the Oculus Quest device, which is Meta's flagship VR device, my team is in-charge of building the web storefronts to sell them (currently https://www.oculus.com). In my team, I built the web infrastructure for the Oculus website which tens of other Oculus teams build on top of, built the React components for the web version of the Oculus Design System and also rearchitected the Content Management Platform to be compatible with React. It's definitely one of the highlights of my career to be building a product that contributed to Meta's 2nd highest revenue stream (and still growing)! +- **Business Integrity**: They work on building tools to catch bad advertisers (advertisers who create ads which violate our policies). They want to maximize Business Integrity outcomes by building a human review system for ads & commerce on Meta, driving end-to-end improvements in the workflows, and providing best-in-class tools to IP rights holders, etc. + - [Software Engineering in APAC: Building for Rapid Growth](https://www.metacareers.com/life/software-engineering-in-apac) + - [Curiosity and Passion: Software Engineering at Facebook](https://www.metacareers.com/life/curiosity-and-passion-software-engineering-at-facebook), Henry B., Software Engineer, Business Integrity +- **Business Support Platform**: They redefine the support experience across all Meta business products, making it available, effective and effortless for all businesses. They make sure businesses can identify the help resources available to them when they need assistance in accomplishing their goals across Meta's suite of business tools. Their tools will also effortlessly help marketers diagnose their issues and connect them to the best solution to solve their problem. They have also some investment into the machine learning space. +- **Business Messaging Commerce**: They build products that enable the Business Messaging ecosystem across Messenger, Instagram, and WhatsApp. -On the Ads and Business side, there are multiple teams: +Enterprise Engineering has a sizable presence in Singapore as well: -- Business Integrity Review - They work on building tools to catch bad advertisers (advertisers who create ads which violate our policies). They want to maximize Business Integrity outcomes by building a human review system for ads & commerce on Meta, driving end-to-end improvements in the workflows, and providing best-in-class tools to IP rights holders, etc. -- Business Support Platform - They redefine the support experience across all Meta business products, making it available, effective and effortless for all businesses. They make sure businesses can identify the help resources available to them when they need assistance in accomplishing their goals across Meta's suite of business tools. Their tools will also effortlessly help marketers diagnose their issues and connect them to the best solution to solve their problem. They have also some investment into the machine learning space. -- Small Businesses and Growth - They have Multiple sub-projects. There's a system for managing the delivery of communications to businesses, advertisers and creators across Meta's products. The system is used by hundreds of internal teams, manages few hundred million communications a day and supports delivery to hundred over channels on Facebook, Instagram, Email, Push notifications and out-of-app surfaces such as Ads Manager, Meta Business Suite, Commerce Manager, etc. There's also a team working on adding an appointment booking system and restaurant menus to relevant businesses on Meta. +- [Enterprise Engineering in APAC: Building Products That Scale](https://www.metacareers.com/life/enterprise-engineering-in-apac) +- [Opportunity and Trust: Growing an Engineering Career at Meta](https://www.metacareers.com/life/opportunity-and-trust-growing-an-engineering-career-at-facebook), Shuhong W., Enterprise Engineering Manager -## Career Progression/Compensation +## Career progression/compensation -Meta is one of the best companies for ambitious people who want to grow their careers quickly. At Meta, promotions come sooner and we encourage employees to be at their top form. At Meta, our terminal level (level at which there is no pressure to promote) is E5 and most people get from E3 to E4 within 1-1.5 years and from E4 to E5 within 2-2.5 years (this is a pessimistic estimate, I've seen people go from E3 to E5 in under 2 years). As an E5 in Meta SG your annual compensation will be at least 300k annually, which is on par, if not higher than most director-level roles in non-tech industries in SG. Imagine getting to that level of pay within 5 years of your career! +Meta is one of the best companies for ambitious people who want to grow their careers quickly. At Meta, promotions come sooner and we encourage employees to be at their top form. At Meta, our terminal level (level at which there is no pressure to promote) is E5 and most people get from E3 to E4 within 1-1.5 years and from E4 to E5 within 2-2.5 years (this is a conservative estimate - I've seen top performers go from E3 to E5 in under 2 years). As an E5 in Meta SG your annual compensation will be at least 300k annually, which is on par, if not higher than most director-level roles in non-tech industries in SG. Imagine getting to that level of pay within 5 years of your career! For comparison, Google, which is a similar company to Meta in many ways, has a slower promotion cycle - the average engineer at Google takes more than 2 years to get from L3 to L4, more than 3 years to get from L4 to L5 and more than 4 years to get from L5 to L6. At Google the terminal level is L4 so there's no pressure to promote. None of my peers are L6 at Google but a few are already E6 at Meta and it is quite achievable. Faster promotions also lead to better pay, so in most cases, Meta pays more than most other companies. Meta is one of the top companies in terms of reputation and prestige especially for engineers. -## Company Prospects +## Company prospects -Meta is a tech giant products have over 3 billion active monthly users and Meta relies on ads as their primary source of revenue. Whether you like it or not, Meta products are around to stay for the next couple of years. Even if they are going to die off, it won't be that soon. Stock growth has been relatively strong over the past few years (doubled since I joined in Nov 2017), especially since 2020. +Meta is a tech giant and their products have over 3 billion active monthly users. The company relies on ads as their primary source of revenue. Whether you like it or not, Meta products are around to stay for the next couple of years. Even if they are going to die off, it won't be that soon. Stock growth has been relatively strong over the past few years (doubled since I joined in Nov 2017), especially since 2020. -Mark Zuckerberg is also betting on the [metaverse](https://about.fb.com/news/2021/10/founders-letter/). Personally I'm undecided on whether the metaverse is the future. +Mark Zuckerberg is also betting on the [Metaverse](https://about.fb.com/news/2021/10/founders-letter/), which is obvious from the decision to change the company name from Facebook to Meta. Personally I'm undecided on whether the Metaverse is the future. ## Culture @@ -62,9 +76,9 @@ There's so much to say about a company's culture, but hopefully you can infer so - Building cool internal tools - At Meta scale, it sometimes make sense for us to build our own internal tooling that has tight integration with our internal ecosystem as opposed to using an external service which might incur significant expenses and also pose security risks. We have teams building and maintaining our own tasks tool, code browsing and reviewing tool, a Q&A tool similar to Stack Overflow, a customized version of VS Code, an interview question bank, interview feedback tool, data visualization and querying tool, and a workflow automation tool similar to IFTTT/Zapier! Someone built a Pokedex app where you can catch a random Pokemon every time you close a task (I'm at 807/899 now!). I also have to mention that we have an internal meme maker which we can use to add customized internal memes to use in our comments in diff reviews and group posts - Code wins arguments - It's not gender, race or your background that wins debates, it's the work that you produce. Instead of spending time arguing over technical decisions, it is more convincing to write some code to demonstrate the point. - Beyond coding - We are also expected to contribute to the company beyond our coding, as in our perf evaluation we have a People axis, which measures how much you help and grow the people around you. People give talks, organize events, summits, do interviews, to score in this axis. -- Fun Social Groups - Workplace is Meta's enterprise offering, it's essentially Facebook for companies. We have various interest groups where we can find colleagues to play board games, share cat photos, memes when we want to procrastinate on writing performance reviews, interesting puns, investing tips, and more! +- Fun social groups - Workplace is Meta's enterprise offering, it's essentially Facebook for companies. We have various interest groups where we can find colleagues to play board games, share cat photos, memes when we want to procrastinate on writing performance reviews, interesting puns, investing tips, and more! -## Mentorship and Growth +## Mentorship and growth Mentorship is readily available at Meta all the way from interns to senior executives. One thing that stood out to me when I first joined Meta was the focus on mentorship. When I first joined the company and was in the Bootcamp program, I had a Bootcamp mentor. After joining a team, I was assigned a senior engineer as my mentor who was also my tech lead. Employees will have weekly 1:1s with their mentor and manager. For interns, each intern at Meta is assigned an intern manager, who will act as their mentor and is usually the person who came up with their internship project. The intern manager will be the main person evaluating the intern's work and they ultimately determine the intern's performance and if they receive a return offer at the end of their internship. @@ -72,13 +86,13 @@ These days, as a tech lead myself, I have around 4 1:1s weekly with mentees and There are also specialized mentorship programs for those who need it, technical mentorship, career growth mentorship, managerial role transition mentorship, etc. -## Work-Life Balance +## Work-life balance At Meta, you get to choose how fast you want to accelerate your career. Some people choose to take up more responsibilities, work more and ship more impact, usually resulting in faster professional growth, higher ratings and pay, while others work at their own comfortable pace; it's really up to the individual. The top performer on my team now is nearly getting to E5 with just around 2 years of working experience. They don't work beyond working hours, they're doing well because they're working smart and working on the most impactful and challenging problems. Every Meta employee has 21 days of leave/paid time off every year and this year the company gave everyone three company-wide paid holidays on Friday in the summer and also two Meta choice days - effectively more paid time off but they cannot be accrued. -## Transfers and Mobility +## Transfers and mobility It is extremely easy to move around in Meta because Meta understands that mobility is important to the happiness and welfare of employees. People move around quite often and people are eligible to consider team changes from their second year at the company onwards. Meta is a large company comprising of many organizations and each organization has their own unique culture. It can be refreshing to move to another part of the company, working on different domains, different products, experiencing a slightly different engineering culture, yet still be productive because you are using the same engineering tools as before. When engineers move around the company, positive things can happen - they bring the good practices from their previous organizations to the new organizations, networks are strengthened and new connections are formed. Because Meta has offices around the globe, it is also possible to transfer to different countries as long as there are no work authorization issues. Personally I relocated back to Meta Singapore office after working for 2 years in Meta Menlo Park and my manager has worked in **4 different offices** (Menlo Park, London, New York, Singapore) throughout her 9 years at Meta! diff --git a/website/blog/2021-12-23-front-end-vs-back-end-system-design-interviews.md b/website/blog/2021-12-23-front-end-vs-back-end-system-design-interviews.md new file mode 100644 index 0000000000..aef0d3503b --- /dev/null +++ b/website/blog/2021-12-23-front-end-vs-back-end-system-design-interviews.md @@ -0,0 +1,107 @@ +--- +title: Front End vs. Back End System Design Interviews +slug: front-end-vs-back-end-system-design-interviews +author: Zhenghao He +author_title: Senior Software Engineer at Instacart, ex-Amazon +author_url: https://twitter.com/he_zhenghao +author_image_url: https://pbs.twimg.com/profile_images/1489749168767660032/M_us3Mu2_400x400.jpg +tags: [front end, back end, system design, interview] +hide_table_of_contents: true +--- + +Walkthrough of similarities and differences between front end vs. back end system design interviews and my thoughts on a front end career ceiling. + + + + + + + +## Context + +As I mentioned in my post on [coding interviews frameworks](https://www.zhenghao.io/posts/framework-for-coding-interview), I have been interviewing a lot for the past year - not conducting interviews, I was the candidate being interviewed. Most of the interview processes I had with big tech companies consisted of 1-2 system design rounds depending on the level of the role. Unlike traditional back end-focused system design questions, for which you can find lots of prep resources online such as the famous Grokking System Design Interview or System Design Primer, I didn't know what to expect for a front end-focused system design interview as there are very few resources out there talking about this type of interviews. + +Now that I have done a fair amount of system design interviews of both types, I want to give you a summary of what to expect, especially for the front end ones since I have been mostly working on the front end side. + +## Similarities + +Both front end-focused and back end-focused system design interviews share a lot of similarities in terms of the methodology you can adopt to solve the design questions: + +- Starting with gathering system requirements +- Laying out a clear plan and identifying major distinguishable components of the system +- Proceeding to end to end api design +- Talking about optimization + +Other kinds of similarities include: + +- The interviewer is relying on you to drive the presentation. You can't rely on the interviewer to have your back. +- While the topics can be either micro or macro, you probably won't need to actually write code - it is rare to jam some portion of coding in the middle of a system design interview +- Unlike scantron school exams, both types will consist of mainly open ended questions. There probably isn't a checklist of things for you to cover one by one. Nor are you expected to drill deep into all of those. When you realize your interviewer is biased toward a particular part of the system, which they usually do, pivot your focus to that area. Other times you focus on your strengths and lead the conversation. + +## Differences + +During the back end-focused system design interviews, you would spend most of the time talking about things like: + +- Back end/server side architecture, hand waving various back end services/components +- Discussing which type of database to use and how to aggregate data across different shards +- Designing SQL table schema +- Choosing the right the cross-region strategy if your service has a global user base +- Any other kinds of system characteristics like latency, availability, fault tolerance, etc + +For front end-focused system design interviews, you would spend most of the time talking about stuff like: + +- Front end/client side architecture, such as the appropriate rendering pattern to choose - client side rendering, or server side rendering or static generation or something in between? +- What kind of data fetching mechanism to use - REST vs. GRAPHQL vs. gRPC and what should the APIs look like? +- Specifics about UI components + - A news feed which has an infinite scroll behavior with all the images lazily loaded while ensuring the client side has the aspect ratio of the images upfront to prevent layout shift. + - An autocomplete UI component which fetches search result data incrementally in batches while receiving images from server pushes in parallel. + - a gallery page which pulls images and displays them in the correct order despite the asynchrony that comes with the network requests that might cause them to arrive out of order. +- How do you leverage different layers of cache to decrease latency or support offline mode. +- If they want to get framework-specific, which is totally possible, they might even ask you to define a particular React components's props or manage complex state in a React app. + +A lot times having one type of system design interviews means you can over simplify the opposite side: + +- In a back end system design interview, the client-side/front end is reduced to an API layer - you don't need to consider all the intricacies of the browser or the pesky rerenders your real-time updates would cause. +- In a front end system design interview, you can treat the back end as a black box and you don't need to worry about how things like how to scale a database, or how your choice of using web sockets might affect the load balancers because of the need for sticky sessions support. + +But again, this is a summary of my experience and depending on who your interviewers are (are they front end, back end and/or fullstack developers), the scope of the role and which team it is (are you going to be on a front end team or are you expected to work across the stack and stretch into the back end?) your front end system design interview might be a bit of a hybrid where some aspects of back end system design interviews might come up. + +Outside of the differences with the technical topics I needed to dig deep into during the interviews, I found there are two other interesting differences that stand out between the two types: + +- For front end system design interviews I was often encouraged to treat the interviewer as the **product manager** and we spent some time just fleshing out the brief solution for each user story. For the back end system design interviews, we didn't really get to talk about any user interaction (I am aware that the definition of users of your system might vary, depending on whether it is customer-facing vs. developer-facing) +- These two types of system design interviews also differ a lot in terms of estimating certain system's needs based on the potential scale of the system. The system needs can be storage needs or throughput needs or any other types of requirements. + - It is common and expected to do these estimation during back end system design interviews since your design decision is only feasible when all of the system needs can realistically be met. + - But for the front end system design interview, I rarely needed to do any **quantitative estimation** - for example, when I was designing some live feed during a front end system design interview, I didn't need to do estimations like "So let's say each message was roughly 140 characters long and it is utf8 so that's 140 bytes and an average user gets 10000 messages over a certain period of time so we ended up allocating 1.4mb memory on user devices". Again, I am not saying that this would never come up during a front end system design interview. in my experience It is just much, much more rare compared to back end ones. + +## Career ceiling + +I am going to talk about something that is a little tangential. I don't think this is going to be a hot take but if you just want to pass the upcoming interviews, then you are welcome to skip this part. + +I have done interviews for both front end focused roles and general software engineer roles. As I went through the preparation process for the system designs interviews, it just occurred to me that there is indeed a career ceiling for a pure front end focused software engineer role. + +Ok so let's first get this out of the way - you can be extremely successful as either a front end developer or a back end developer. + +Also it is hard to discuss any topic intelligently when we cannot agree on definitions. By saying front end developers I meant developers/engineers who solely work on the UI of a software system. And by saying career ceiling I meant the potential terminal title and the highest level such a developer/engineer can achieve in the technical individual contributor track. + +This is an unspoken thing and a very impolite conversation. And [there are exceptions](https://twitter.com/swyx/status/1236023548227072000) to this but just statistically speaking there seems to be a career ceiling for front end-only developers. + +## Fighting the inertia + +Part of the ceiling comes from some traditional baggage: + +- modern front end development is fairly new compared to the back end counterpart. I have seen some bias in the industry that front end is not real engineering compared to the back end and that needs absolutely to be combated. +- power structure persists for a very long time and that's partially why most of VP Eng and CTOs out there are back end/infra developers. + +## Economic reasoning + +I had this realization that when I was going through the back end system design interviews vs. the front end system design interviews - the technical topics those interviews tend to cover let me think about some economic reasoning leading to the perception of a "Front end ceiling" as well. Your value to the company really depends on how many machines/compute/storage run through you. As a developer/engineer, that means much money you control and front end-only developers just don't take as much. Of course front end is just as hard and as important especially for consumer facing products but at the end of the day your compute is being run on someone else's machine or device and the company just don't value that as much as the compute that they themselves need to pay for and to scale. + +## Short-lived vs. long-running + +On top of that, normally the front end/web apps are short-lived on the client side - the user opens the browser tab that loads your app and after 20 minutes they might just close the tab, and all the memory allocated by your app is on their devices from that point onward. On the other hand, the back end servers/services behind probably keep running for months or even years. One implication resulting from this difference is that you can generally get away with bad code that leads to performance problems down the road in front end apps because they are short-lived and the scale of the data they are dealing with is probably small, but you cannot ignore that in a long-running back end service. + +Good luck with your interviews. + +--- + +_Follow me on [Twitter](https://twitter.com/he_zhenghao)_ diff --git a/website/blog/2022-04-20-take-control-over-your-coding-interview copy.md b/website/blog/2022-04-20-take-control-over-your-coding-interview copy.md new file mode 100644 index 0000000000..68e715b7f4 --- /dev/null +++ b/website/blog/2022-04-20-take-control-over-your-coding-interview copy.md @@ -0,0 +1,197 @@ +--- +title: Take Control Over Your Coding Interview +slug: take-control-over-your-coding-interview +author: Zhenghao He +author_title: Senior Software Engineer at Instacart, ex-Amazon +author_url: https://twitter.com/he_zhenghao +author_image_url: https://pbs.twimg.com/profile_images/1489749168767660032/M_us3Mu2_400x400.jpg +tags: [interview] +--- + +## The interview question + +Imagine you were a university student looking to land an entry-level software engineer job and you were having this technical coding interview. The interview question starts with a table showing amount of units of a product sold at the shop and the corresponding price per unit. The idea here is that there is an incentive for customers to buy in bulk – the more we can sell the lower the price: + +``` +purchase quantity price per unit + 1-5 5 dollars + 6-10 4 dollars + 11-20 3 dollars + 20+ 2.5 dollars +``` + + + + + + + +The task the interviewer asks you to do is to write out a function that takes the amount of the times being purchased as the input and output the price per unit according the table. So if the input is 5, the function returns 5, and if the input is 6, the function returns 4... you get the idea. + +That's it. That is the whole question. "This is even simpler than [Fizz Buzz](https://leetcode.com/problems/fizz-buzz/)," you think to yourself, "but it might lead to more difficult follow-up questions, like it might get tweaked into a binary search problem or something". So you start to write the following simple solution, expecting more in-depth follow-up questions to come. + +```js +function getPrice(amount) { + if (amount >= 1 && amount <= 5) return '5'; + if (amount >= 6 && amount <= 10) return '4'; + if (amount >= 11 && amount <= 20) return '3'; + if (amount > 21) return '2.5'; + return 'unknown price'; +} +``` + +However, to your surprise, after you came up with this solution, the interviewer just stops there, moves on to the next question or discusss something completely unrelated. + +The next day, you get a rejection letter from the company. + +## The Tweet + +This is based off of a true story. It was a real interview question and the solution I wrote above was considered **unacceptable** by the interviewer, i.e. the tweet author. + + + +A while ago this tweet went viral in the Chinese programming circle. The tweet author used this exact question to screen new grads for an entry-level software engineer position. The tweet and the question were written in Chinese so I translated this question into English. + +In the tweet, he complained that he was having a hard time understanding (很难理解) why many students came up with the solution that we came up with above. Instead of a straightforward solution with a bunch of `if` statements, he said he was expecting an answer like this: + +![alt](https://pbs.twimg.com/media/E_IiA2JVIAcZSSk?format=png&name=900x900) + +Compared to the first solution with a bunch of `if` statements, this solution, in his opinion, is more **modular, extensible, and maintainable**. That was the answer he had in mind and failing to arrive at this solution means you are weeded out in the interview process. + +I am not sure how you feel about this, but in my opinion, this is a pretty pointless interview question to ask new grads. The first solution is totally fine. Under the right circumstances, the second solution is closer to what you would want in production code, even though it is still not quite the [table-driven development](#table-driven-development) you'd want. + +There are so many things I want to unpack, so here is the tl;dr: + +1. Different types/styles of interviews call for different answers and that should be clearly communicated during the interview. The first solution is totally fine as the answer to an algorithmic question. +2. Take control of your interview so you don't have to guess what the interviewer has in mind. You do this by asking clarifying questions. **Keep asking until everything the interviewer is looking for is clear to you**. +3. The table-driven method (what the second solution tries to achieve) **optimizes for changes** and that's why the interviewer (the tweet author) failed students who didn't come up with that answer. + +The overarching theme in this post is that you should take control of your coding interview so you don't have to guess the answer your interviewer is thinking of. + +## Different styles of interviews calls for different answers + +Generally, there are two types of coding interviews: + +1. Interviews that focus on **algorithms & data structures** +2. Interviews that focus on **practical app/feature-building** and test your hands-on engineering chops + +Normally it should be easy to distinguish between these two types of interviews by merely looking at the question: [Inverting a Binary Tree](https://leetcode.com/problems/invert-binary-tree/) is a typical algorithmic question, while designing and implementing an auto-complete search feature is more about practical app-building. Although sometimes the two types of interview questions would blend. For example, you might be asked to (partially) implement a [trie](https://en.wikipedia.org/wiki/Trie) when you are talking about the design of an auto-complete search feature/service/component. But these two different types of interviews are meant to test different competences. + +In a pure algorithmic, LeetCode-type of interviews, your **main goal** is to leverage the right data structures and come up with an efficient algorithm to solve the problem with the right set of memory/runtime complexity trade-offs **as fast as you can**. How readable, maintainable and extensible your code is, or whether it conforms to the current best practice in the the community/industry are _not_ that important, or at least secondary to the main goal. You can go ahead and name your variables `i`, `n`, `p`, `q` and mutate that input array in-place without being judged as long as your solution passes the test cases under the time and memory limits. + +> As [Joel Spolsky](https://www.joelonsoftware.com/) wrote in his [blog post](https://www.joelonsoftware.com/2006/10/25/the-guerrilla-guide-to-interviewing-version-30/): with the algorithmic interview questions, he wants to see if the candidate is smart enough to "rip through a recursive algorithm in seconds, or implement linked-list manipulation functions using pointers as fast as you can write on the whiteboard". + +For more experienced engineers/developers, the coding interview tends to lean into the practical app-building category, where **readable, maintainable code and extensible program structure** are what they look for, and all aspects of the full software development life cycle, even including error handling, are fair game to be asked, as they are important in real-world software building. + +Here I don't make any value judgment about which type of interviews are good or better. I just pointed out that they exist and interviewers look for different things by conducting different types of interviews. + +### Take control over the interview + +As an interviewee, you want to make sure you understand **which category the question falls into** because the underlying core criteria on which you are assessed are different – you don't want to overload the capacity of the working memory of your brain with tasks that are secondary before you reach the main goal. You want to take control over the interview so you are not left in the dark. + +One way to take control over the interview is to **narrate your thoughts** as you go and **articulate any assumptions** you have to make sure you get confirmation from your interviewer on your way forward or they should help you correct course. + +If I were the candidate receiving this exact question, I would ask this upfront: "should I write production-grade code with good engineering practices or you are more interested in how I'd tackle the algorithm & data structure part?". That is probably one of the highest ROI questions we can ask during an interview. The interviewer would either tell me to write a workable solution under the constraints of the runtime or space characteristics or treat this as a real-world engineering problem with real-world tradeoffs. + +### With all that being said, it is a bad question to ask new grads + +The question itself doesn't test any of the core competencies that distinguish between brilliant programmers and mediocre ones. What's really being tested here, based on the (ideal) answer the interviewer (the author of the tweet) had in mind, is the whether the candidate – **new CS grads** without any significant experience working in the software industry – knows how to use the table-driven method to implement such a function. + +I don't believe that any smart college student who can breeze through a graph traversal problem in an interview can't understand and pick up patterns like the table-driven method in just a couple of hours. On the other hand, any mediocre programmers who happened to read _[Code Complete](https://en.wikipedia.org/wiki/Code_Complete)_ can write a table-driven solution and pass the interview. Not to say that knowing good engineering practices is not a good thing; it is just that using that as the **only** hiring criteria to hire new grads is pointless and it doesn't help you find the smart kids. + +
+So what are the ideal interview quetsions to ask new grads? + +Joel pointed it out [in his post](https://www.joelonsoftware.com/2006/10/25/the-guerrilla-guide-to-interviewing-version-30/) that the ideal interview questions should cover at least one of these two Computer Science concepts: 1. recursion 2. pointers + +I actually agree with him on this. You want to ask questions about these two concepts not because they are ubiquitous in your average codebase and you have to use them every day. It is because they are a great tool to test the ability to reason and think in abstractions, the kind of mental aptitude a brilliant programmer would have. + +
+ +Anyway, the moral of the story is don't be afraid to ask clarifying questions so you don't have to guess what the interviewer looks for and cares about if they are not being explicit about their expectations. + +> You can stop here if you don't care about technical discussions about this simple interview question. + +## Table-driven development + +Solution 2 resembles a form of table-driven development described in a classic programming book called _[Code Complete](https://en.wikipedia.org/wiki/Code_Complete)_. But even if you have never read the book, you probably know this pattern from your experience working as a software developer/engineer. + +At its core, it tries to separate **data** from **logic**: instead of having all the information about pricing strategy (the data) hardcoded in the function (the logic) as literal values, it separates them. + +The pricing strategy is a business rule, and business rules tend to be the source of frequent changes. By encoding that in an external data structure (i.e. the array `priceMap` in this case), we make our program easier to accommodate future changes. Whenever the pricing strategy changes, we can just modify the entries in the array without touching the logic of the function. In other words, we isolate the unstable part, so the effect of a change will be limited. + +However, I said it only resembles table-driven development that you'd use in production code but it is not quite there yet: + +1. The pricing data is not fully separated from the logic as the array `priceMap` is still defined within the function +2. Magic numbers are still there + +Depending on where the pricing data comes from, one possible variation of the table-driven method for this particular question is as follows: + +```javascript +// config.js +export const priceByRanges = [ + { min: 1, max: 5, price: '5' }, + { min: 6, max: 10, price: '4' }, + { min: 11, max: 20, price: '3' }, + { min: 21, max: Number.MAX_SAFE_INTEGER, price: '2.5' }, +]; + +// app.js +import { priceByRanges } from './config.js'; + +function getPrice(amount) { + // error handling for amount outside the range + return priceByRanges.find( + (priceByRange) => amount >= priceByRange.min && amount <= priceByRange.max, + ).price; +} +``` + +Now the pricing data is stored in `config.js` seperately and `priceByRanges` is resolved at load time. + +### Further optimization + +If the array `priceByRanges` is always sorted in terms of the price ranges, we can further optimize Solution 2 by leveraging binary search. + +```javascript +const priceByRanges = [ + { min: 1, max: 5, price: '5' }, + { min: 6, max: 10, price: '4' }, + { min: 11, max: 20, price: '3' }, + { min: 21, max: Number.MAX_SAFE_INTEGER, price: '2.5' }, +]; + +function getPrice(amount) { + if (amount < priceByRanges[0].min) { + return 'unknown price'; + } + + let start = 0, + end = priceByRanges.length - 1; + + while (start <= end) { + const mid = (start + end) >>> 1; + if (priceByRanges[mid].max < amount) { + start = mid + 1; + } else { + end = mid - 1; + } + } + + return priceByRanges[start].price; +} +``` + +
What is this >>>? + +`>>>` is binary right shift by 1 position, which is effectively just a division by 2 followed with a `Math.floor`. e.g. for 11: 1011 -> 101 results to 5. + +
+ +### Notes on performance and Big O + +It might feel that the first clumsy solution with a bunch of `if` blocks is better in terms of the performance than the second table-driven approach that _loops_ through the array. + +Actually for the Big O analysis, both approaches have the **same constant time complexity**, as the number of operations (i.e. comparision between `amount` and the price range), doesn't grow no matter how big the input is (i.e. `amount`). + +What's more interesting, in my opinion, is the performance implications between using a loop vs. "unrolling" the loop. By unrolling I mean discretely writing line-by-line of the loop body. [A quick google search](https://stackoverflow.com/questions/38111355/javascript-are-loops-faster-than-discretely-writing-line-by-line) suggests that popular JavaScript engines such as V8 heavily optimize loops. But getting any accurate results from such a micro-benchmarking is really hard as the performance varies a lot depending on different factors like the engine and the code in the loop body. diff --git a/website/blog/2022-04-21-why-you-should-include-debugging-in-the-interview-process.md b/website/blog/2022-04-21-why-you-should-include-debugging-in-the-interview-process.md new file mode 100644 index 0000000000..475954e8ae --- /dev/null +++ b/website/blog/2022-04-21-why-you-should-include-debugging-in-the-interview-process.md @@ -0,0 +1,72 @@ +--- +title: Why You Should Include Debugging In The Interview Process +slug: why-you-should-include-debugging-in-the-interview-process +author: Zhenghao He +author_title: Senior Software Engineer at Instacart, ex-Amazon +author_url: https://twitter.com/he_zhenghao +author_image_url: https://pbs.twimg.com/profile_images/1489749168767660032/M_us3Mu2_400x400.jpg +tags: [interview, debugging] +--- + +
+ +:::tip + +See discussions on [Hacker News](https://news.ycombinator.com/item?id=31125269) + +::: + +## Most technical interviews are over-indexing on coding + +Over the past two years, I have interviewed with over 10 different tech companies ranging from hot startups like Coinbase, Stripe, and Instacart to FAANG companies like Amazon and Meta, for Software Engineer positions of various levels. + +The technical interview processes I have had all consisted of at least two rounds of coding interviews, where I either had to solve an **algorithmic, LeetCode-type** question or build a **practical app/feature**. During those coding interviews, I always started with an _empty slate_: if it was an algorithm-heavy interview question, there would be a literally empty file in the editor for me to start writing code; if it was a practical app building exercise, there might be some boilerplate code or some utilities/helper functions available but still I was expected to build the app/feature from scratch. + + + +I do think they did a good job at assessing my coding ability. But the issue I see here is that the standard interview process in our industry has over-indexed on coding ability along. As a software engineer, apart from meetings and writing design docs, I’d say at least half of my programming work isn’t just coding – the other half largely involves searching through a codebase and reading existing code or code-adjacent artifacts like error messages, tests, and logs. And oftentimes, coding isn’t the hardest part. + +## What is programming exactly + +Programming is a complex task so it makes sense to dissect it so we can study the different phases, dimensions and components of it individually. + +I have been reading [_The Programmer's Brain_](https://www.manning.com/books/the-programmers-brain) by Felienne Hermans. It is a book about the cognitive process involved in programming. Felienne divides programming into five more concrete activities: **searching, comprehension, transcribing, incrementation, and exploration**. + +Searching is the activity where a programmer is looking for a specific piece of information in a codebase, such as the precise location of a bug you need to fix in the code. + +Comprehension is reading the code to understand its functionality and the way it is intended to work. It also involves executing the code and observing the results. + +Transcribing is about converting your thoughts or solutions to executable code. This is what we usually refer to as **"coding"** and is what the current standard coding interview process only focuses on. + +Incrementation is about incrementing (iterating) on an existing codebase, such as adding a new feature. It is a mix of the previous activities, where a programmer has to search, comprehend and transcribe their thoughts to code. + +Exploration is sketching and prototyping with code. Try things and use code as a means of thought. It is also a mix of the previous activities. + +With this newfound knowledge, it is not hard to tell what exactly the current standard interview process lacks. Activities such as searching and comprehension are completely left out and you have no way to prove your competencies needed for a big part of a software engineer job. + +It begs the question of what we can do to complement the interview process to cover all these activities. And the answer is to add a **debugging interview** in the process. + +## Debugging is all-encompassing + +When one is debugging, they engage in **all five activities**. It entails a sequence of searching, comprehension, exploration and writing code. And it is incredibly revealing to watch one debug: + +1. Are they debugging with a plan, iteratively bisecting the code or just randomly tweaking the code? +2. How are they navigating their way through an unfamiliar codebase, forming different hypotheses about the bug? +3. Do they try to write a test that reliably reproduces the issue? +4. Are they able to find where things are diverging and trace to the root cause? +5. Are they familiar with the IDE or editor they are using and know how to use tools like breakpoints and watches to step through the code? +6. Do they understand how to read error messages and leverage stack traces? +7. Are they able to implement a fix at the end? +8. ...the list goes on and on + +On top of its comprehensiveness, debugging is what software engineers do on a regular basis. It is relevant to the actual work. + +Out of all the companies I have interviewed for, _only_ Stripe conducted a debugging interview. They call it Bug Squash, where you’d dive into a large, well-written library codebase to fix real-world open-source bugs. I had a blast going through that interview which I can’t say about boring LeetCode questions. + +Granted, preparing such a debugging interview involves more work for the company than just throwing a LeetCode question at the candidate. Still, having that in the process gives you more signals for selecting capable, experienced engineers. I hope more companies start to embrace that in their hiring process. + +## Further reading that can make you better at debugging + +- [_Debugging: The 9 Indispensable Rules for Finding Even the Most Elusive Software and Hardware Problems_](https://www.goodreads.com/book/show/3938178-debugging) by Dave Agans +- [_Debugging Software_](https://blog.isquaredsoftware.com/2021/06/presentations-debugging-software/) by Mark Erikson +- [_How I got better at debugging_](https://jvns.ca/blog/2015/11/22/how-i-got-better-at-debugging/) by Julia Evans diff --git a/website/blog/2022-07-09-getting-a-tech-job-as-an-undergraduate.md b/website/blog/2022-07-09-getting-a-tech-job-as-an-undergraduate.md new file mode 100644 index 0000000000..3c8541ce75 --- /dev/null +++ b/website/blog/2022-07-09-getting-a-tech-job-as-an-undergraduate.md @@ -0,0 +1,89 @@ +--- +title: Getting a Tech Job as an Undergraduate +slug: getting-a-tech-job-as-an-undergraduate +author: Melody Yun +author_title: RCG Software Engineer at PayPal +author_url: https://github.com/caramelmelmel +author_image_url: https://github.com/caramelmelmel.png +tags: [undergraduate, career, job search] +hide_table_of_contents: true +--- + +Recently, I have met many juniors and peers especially from non-computer Science related backgrounds asking me about securing a job as a fresh graduate especially in this area of software engineering. Here's my take and some tips and tricks to get started. + + + +Before I share my resources and how to get a gentle start on this handbook, let me warn you that you would need to allocate a minimum of 6 months to get really good and confident with some of the LeetCode questions. Do not neglect the behavioral questions too! I am not going to repeat some of the things that are mentioned in this handbook but rather help everyone with some useful shortcuts of mine to navigate this resource to ease your preparations. + +## Crafting your resume + +In most companies, the resume stage is the most important as it is the first stage that you will need to clear! For undergraduates, most hiring managers would only look at resumes that are within one page. The moment the second page is seen, they will not tend to consider. Hence, here are some tips that can help you to prepare your resume in under an hour to reduce your agony. + +1. Use a career hiring tool like [Kinobi](https://app.kinobi.asia/resume). Kinobi saves you time in having to fix alignments unlike word as this career tool formats everything for you. Furthermore, they help you to score your resume so that you know where you stand when applying for a job. + +2. As far as possible, attend career talks by your favorite companies because hiring managers are there and you can get some feedback about your resume. It is indeed helpful because you know what to look out for when applying. + +3. Keep your sentences short and sweet, else you are out of the game. + + - Good example: "Developed a full-stack website that garnered positive responses from faculty and administration about course visualization." You need not provide tech stacks and let alone, links here. The sentence here is short and sweet and all in past tense. + + - Bad example: "Was a project manager for two projects- AI_ducation as well as the lift project for ALEF. Helped day-to-day operations by communicating with clients in Mandarin to map business requirements to technical requirements.". Over here, the sentence is long and things can be separated out into points. Furthermore, it does not describe the outcome of the project enough to say "Why should you be hired?". + +4. To save time, while building your projects, apply good practices and also think of various optimizations in terms of algorithmic design, not forgetting system design. You can also show this off and this saved me a lot of time especially when it comes to grinding LeetCode. + +5. Your LinkedIn stands out the most and less of your personal website unless it's design related or frontend related. Write more things that are still succinct on your LinkedIn. Show your work there and let recruiters interact with your work. + +6. ATS-friendly resumes are the most important ones as recruiters screen high volumes of candidates everyday so they have less than even 5 seconds to look at your resume. Some companies use ATS to scan for good keywords. + +## How to use the Tech Interview Handbook easily + +I am about to recommend relevant sections to go in sequentially and how to systematically use them to your advantage especially in being real productive. This stage is normally faced when the resume stage has passed. Even then, months of prior preparation has to be done. However if you only have one month to prepare, I suggest the following tips: + +1. Know your interview process. Ask your recruiter about the interview process. + +2. Go to your Glassdoor page and pick out some of the past relevant interview questions that your company has done to get a gauge of what to expect. If you are unable to do those past questions, I suggest revising a good amount about the common topics. One common topic is array and hash table design. You can refer to the [coding interview rubrics section](/coding-interview-rubrics/) get to know your interview rubrics. It helps and you know what to do. + +3. Know and try various techniques for each LeetCode question. It's not purely about variety but more about if you were to even come back to the same question, will you be able to give a more optimal solution? If you don't know where to get started especially when solving problems in general refer to this [coding interview techniques section](/coding-interview-techniques/). + + - Start with a whiteboard or pen and paper. Show your thought process. + - In most companies, if you were to show your thought process while doing, interviewers tend to favour candidates who do this. If you are not confident, start thinking that you are explaining and teaching a 12 year old child about how to solve this question. + - Code it out and write your own test cases. Get used to the HackerRank or LeetCode IDEs. + - Now with virtual interviews, some companies tend to use HackerRank live to conduct whiteboard interviews. Prepare a pen and paper beside you as you work along. Prepare to remote desktop protocol (RDP) into your computer to show step-by-step workings. + - Do not blurt out the solution straightaway as interviewers can tell that you memorize. + +4. Last but not least for algorithms heavy interviews, you might really want to save your time looking at [Grind 75](https://techinterviewhandbook.org/grind75). It's a useful curated source of questions to note how much you can prepare for your interview. + +5. Always be prepared for even system design questions! You will never know what comes your way and this is where your projects come in and how much of good practices you apply in them and what do you learn. The [System Design Primer](https://github.com/donnemartin/system-design-primer) is a good start. + +## Do not neglect behavioral interview questions + +Most candidates at least from what I know, tend to neglect this section. As a result, they pass up good opportunities because of this section. + +I suggest reading Cracking the Coding Interview, which explains this section very well in detail. Here are some preparations that you can do before the interview. + +1. Draw up a table in this format. This is so that you know what to say when a question about your projects come up. + + | | Project 1 | Project 2 | + | ------------- | --------- | --------- | + | Strength 1 | | | + | Strength 2 | | | + | Weakness 1 | | | + | Weakness 2 | | | + | Improvement 1 | | | + | Improvement 2 | | | + +2. For those with portfolio websites, do be prepared to answer "What do you think can be done better to improve your website?" I highly suggest inspecting your console and using UI/UX principles to state the improvements. It would be also good for front end engineering roles to state how you can better engineer your website. + +3. When preparing, do not focus your answers heavily on your team. Instead, the interviewers want to see how you have grown as an individual and the difficulties that you encounter. Be also prepared to stand strong on your answers and do not give an "I think" vibes to the interviewer. They will tend to have a bad impression. + +4. Certain companies go by rubrics for this and they do not disclose this! However, always be humble and thank the interviewers for helping even if you are unable to justify. + +## Interview day + +As always, have a goodnight sleep before and adjust your sleep cycle at least 3 days prior. If you do not know where to start form, start from a brute force solution and manipulate the data structure to your advantage. + +Most interviewers like optimized solutions but they like how you can design a simple solution to the problem! + +## Conclusion + +All the best in your preparations! Hope my shortcuts help for those of you who are extremely busy! diff --git a/website/docusaurus.config.js b/website/docusaurus.config.js index 7c45ce63a6..a19beb6543 100755 --- a/website/docusaurus.config.js +++ b/website/docusaurus.config.js @@ -1,6 +1,6 @@ module.exports = { title: 'Tech Interview Handbook', - tagline: 'Free curated interview preparation materials for busy engineers', + tagline: 'Free curated interview preparation materials for busy people', url: 'https://www.techinterviewhandbook.org', baseUrl: '/', trailingSlash: true, @@ -9,8 +9,11 @@ module.exports = { projectName: 'tech-interview-handbook', themeConfig: { announcementBar: { - id: 'announcement-1', // Increment on change - content: `⭐️ Bring your interview skills to the next level with Educative. Join today for a discount! ⭐️`, + id: 'algomonster-1', // Increment on change + content: `Stop grinding mindlessly, study with a plan! Developed by Google engineers, + AlgoMonster is the fastest way to get a software engineering job. + Check it out now!`, + isCloseable: false, }, prism: { theme: require('prism-react-renderer/themes/github'), @@ -19,67 +22,92 @@ module.exports = { navbar: { title: 'Tech Interview Handbook', logo: { - alt: '', + alt: 'Tech Interview Handbook Logo', src: 'img/logo.svg', }, + hideOnScroll: true, items: [ { label: 'Start reading', - href: '/introduction', + href: '/software-engineering-interview-guide/', position: 'left', }, { - label: 'Coding interview guide', - href: '/coding-interview', + label: 'Coding', + href: '/coding-interview-prep/', }, { - label: 'Algorithms 101', - href: '/algorithms/introduction', + label: 'Algorithms', + href: '/algorithms/study-cheatsheet', + }, + { label: 'Blog', to: 'blog', position: 'left' }, + { + label: 'Grind 75', + href: 'https://www.techinterviewhandbook.org/grind75', + position: 'left', + }, + { + label: 'Front End', + href: 'https://www.frontendinterviewhandbook.com', + position: 'left', }, - {label: 'Blog', to: 'blog', position: 'left'}, { href: 'https://github.com/yangshun/tech-interview-handbook', position: 'right', - className: 'navbar-icon navbar-icon-github', + className: 'navbar-icon', 'aria-label': 'GitHub repository', + html: ` + + `, + }, + { + href: 'https://discord.gg/usMqNaPczq', + position: 'right', + className: 'navbar-icon', + 'aria-label': 'Discord channel', + html: ``, }, { href: 'https://t.me/techinterviewhandbook', position: 'right', className: 'navbar-icon navbar-icon-telegram', 'aria-label': 'Telegram channel', + html: ``, }, { href: 'https://twitter.com/techinterviewhb', position: 'right', className: 'navbar-icon navbar-icon-twitter', 'aria-label': 'Twitter page', - }, - { - href: 'https://www.facebook.com/techinterviewhandbook', - position: 'right', - className: 'navbar-icon navbar-icon-facebook', - 'aria-label': 'Facebook page', + html: ``, }, ], }, footer: { - copyright: `Copyright © ${new Date().getFullYear()} Yangshun Tay. Built with Docusaurus.`, + style: 'dark', + copyright: `Copyright © ${new Date().getFullYear()} Tech Interview Handbook. Built with Docusaurus.`, links: [ { title: 'General', items: [ { label: 'Start reading', - href: '/introduction', + href: '/software-engineering-interview-guide/', }, { - label: 'Resume preparation', - href: '/resume/guide', + label: 'Prepare a FAANG-ready resume', + href: '/resume/', }, { - label: 'Algorithms', - href: '/algorithms/introduction', + label: 'Algorithms cheatsheets', + href: '/algorithms/study-cheatsheet', }, { label: 'Blog', @@ -91,37 +119,37 @@ module.exports = { title: 'Interviews', items: [ { - label: 'Interview cheatsheet', - href: '/cheatsheet', + label: 'Coding interviews', + href: '/coding-interview-prep/', }, { - label: 'Coding interviews', - href: '/coding-interview', + label: 'Coding interview study plan', + href: '/coding-interview-study-plan/', }, { label: 'System design interviews', - href: '/system-design', + href: '/system-design/', }, { label: 'Behavioral interviews', - href: '/behavioral-interview', + href: '/behavioral-interview/', }, ], }, { - title: 'About', + title: 'Community', items: [ { label: 'GitHub', href: 'https://github.com/yangshun/tech-interview-handbook', }, { - label: 'Telegram', - href: 'https://t.me/techinterviewhandbook', + label: 'Discord', + href: 'https://discord.gg/usMqNaPczq', }, { - label: 'Facebook', - href: 'https://www.facebook.com/techinterviewhandbook', + label: 'Telegram', + href: 'https://t.me/techinterviewhandbook', }, { label: 'Twitter', @@ -132,21 +160,36 @@ module.exports = { { title: 'More', items: [ + { + label: 'Grind 75', + href: 'https://www.techinterviewhandbook.org/grind75', + }, + { + label: 'Front End Interview Handbook', + href: 'https://www.frontendinterviewhandbook.com', + }, { label: 'Contact us', href: 'mailto:contact@techinterviewhandbook.org', }, + { + label: 'Facebook', + href: 'https://www.facebook.com/techinterviewhandbook', + }, ], }, ], }, algolia: { - apiKey: '4dabb055be464346fcb6877f086f08e8', + appId: 'Y09P1J4IPV', + apiKey: 'e12588cbae68d752469921cc46e9cb66', indexName: 'techinterviewhandbook', }, - metadata: [ - {name: 'fo-verify', content: '6993fa63-071e-4d11-8b10-a247c54c6061'}, - ], + docs: { + sidebar: { + hideable: true, + }, + }, }, presets: [ [ @@ -156,40 +199,29 @@ module.exports = { path: '../contents', routeBasePath: '/', sidebarPath: require.resolve('./sidebars.js'), - showLastUpdateAuthor: true, + // showLastUpdateAuthor: true, showLastUpdateTime: true, }, theme: { customCss: require.resolve('./src/css/custom.css'), }, gtag: { - trackingID: 'UA-44622716-2', + trackingID: 'G-9F86L298EX', + }, + blog: { + blogSidebarCount: 15, }, }, ], ], plugins: [ [ - '@docusaurus/plugin-client-redirects', + '@docusaurus/plugin-google-gtag', { - redirects: [ - { - from: '/coding-round-overview', - to: '/coding-interview', - }, - { - from: '/behavioral-round-overview', - to: '/behavioral-interview', - }, - ], + id: 'universal-analytics', + trackingID: 'UA-44622716-2', + anonymizeIP: true, }, ], ], - scripts: [ - { - src: 'https://pagead2.googlesyndication.com/pagead/js/adsbygoogle.js?client=ca-pub-4984084888641317', - crossorigin: 'anonymous', - async: true, - }, - ], }; diff --git a/website/package.json b/website/package.json index 96411ded7c..ccb4912ca7 100755 --- a/website/package.json +++ b/website/package.json @@ -11,10 +11,10 @@ "deploy": "docusaurus deploy" }, "dependencies": { - "@docusaurus/core": "^2.0.0-beta.15", - "@docusaurus/plugin-client-redirects": "^2.0.0-beta.15", - "@docusaurus/preset-classic": "^2.0.0-beta.15", - "classnames": "^2.2.6", + "@docusaurus/core": "^2.0.1", + "@docusaurus/plugin-client-redirects": "^2.0.1", + "@docusaurus/preset-classic": "^2.0.1", + "clsx": "^1.2.1", "react": "^17.0.2", "react-dom": "^17.0.2" }, diff --git a/website/sidebars.js b/website/sidebars.js index 8977c18dc4..c2331046e5 100755 --- a/website/sidebars.js +++ b/website/sidebars.js @@ -1,92 +1,115 @@ module.exports = { docs: [ { - Preface: ['introduction', 'landscape'], + type: 'category', + label: 'Introduction', + collapsible: false, + items: ['software-engineering-interview-guide'], + }, + { + type: 'category', + label: 'Getting an interview', + collapsible: false, + items: ['resume'], }, { - 'Step 1: Prepare a FAANG-ready resume': [ - 'resume/guide', - 'resume/ats-proof-template', - 'resume/write-effective-content', - 'resume/optimize-resume', - 'resume/free-tools-to-review-resume', - 'resume/final-tips', + type: 'category', + label: 'Coding interview preparation', + collapsible: false, + items: [ + 'coding-interview-prep', + 'programming-languages-for-coding-interviews', + 'coding-interview-study-plan', + 'coding-interview-cheatsheet', + 'coding-interview-techniques', + 'mock-interviews', + 'coding-interview-rubrics', ], }, { type: 'category', - label: 'Step 2: Ace the interview', - collapsed: false, + label: 'System design interview preparation', + collapsible: false, + items: ['system-design'], + }, + { + type: 'category', + label: 'Behavioral interview preparation', + collapsible: false, items: [ + 'behavioral-interview', + 'behavioral-interview-questions', + 'self-introduction', + 'final-questions', + ], + }, + { + 'Salary and offer negotiation preparation': [ + 'understanding-compensation', + 'negotiation', + 'negotiation-rules', + 'choosing-between-companies', + ], + }, + { + 'Algorithms study cheatsheets': [ + 'algorithms/study-cheatsheet', { - 'Interview formats': [ - 'interview-formats', - 'interview-formats-top-companies', + type: 'category', + label: 'Basics', + collapsible: false, + items: [ + 'algorithms/array', + 'algorithms/string', + 'algorithms/hash-table', + 'algorithms/recursion', + 'algorithms/sorting-searching', ], }, - 'self-introduction', { - '🔥 Coding interviews': [ - 'coding-interview', - 'picking-a-language', - 'study-and-practice', - 'best-practice-questions', - 'during-coding-interview', - 'cheatsheet', - 'coding-signals', - 'mock-interviews', - 'interviewer-cheatsheet', - { - Algorithms: [ - 'algorithms/algorithms-introduction', - 'algorithms/array', - 'algorithms/binary', - 'algorithms/dynamic-programming', - 'algorithms/geometry', - 'algorithms/graph', - 'algorithms/hash-table', - 'algorithms/heap', - 'algorithms/interval', - 'algorithms/linked-list', - 'algorithms/math', - 'algorithms/matrix', - 'algorithms/oop', - 'algorithms/permutation', - 'algorithms/queue', - 'algorithms/recursion', - 'algorithms/sorting-searching', - 'algorithms/stack', - 'algorithms/string', - 'algorithms/tree', - 'algorithms/trie', - ], - }, + type: 'category', + label: 'Data structures', + collapsible: false, + items: [ + 'algorithms/matrix', + 'algorithms/linked-list', + 'algorithms/queue', + 'algorithms/stack', + 'algorithms/interval', ], }, - 'system-design', { - 'Behavioral interviews': [ - 'behavioral-interview', - 'star-format', - 'behavioral-questions', - 'psychological-tricks', + type: 'category', + label: 'Advanced data structures', + collapsible: false, + items: [ + 'algorithms/tree', + 'algorithms/graph', + 'algorithms/heap', + 'algorithms/trie', + ], + }, + { + type: 'category', + label: 'Additional', + collapsible: false, + items: [ + 'algorithms/dynamic-programming', + 'algorithms/binary', + 'algorithms/math', + 'algorithms/geometry', ], }, - 'questions-to-ask', - ], - }, - { - 'Step 3: Negotiate the best offer': [ - 'understanding-compensation', - 'negotiation', - 'negotiation-rules', ], }, { - 'Step 4: Prepare for the job': [ - 'choosing-between-companies', + Misc: [ + 'interview-formats-top-companies', + 'interviewer-cheatsheet', + 'landscape', 'engineering-levels', - // 'team-selection', + 'best-coding-interview-courses', + 'best-practice-questions', ], }, ], diff --git a/website/src/components/SidebarAd/index.js b/website/src/components/SidebarAd/index.js index 4cc805674f..1fbdf5fca4 100644 --- a/website/src/components/SidebarAd/index.js +++ b/website/src/components/SidebarAd/index.js @@ -1,171 +1,221 @@ -import React from 'react'; -import ReactDOM from 'react-dom'; +import React, { useEffect, useState } from 'react'; import BrowserOnly from '@docusaurus/BrowserOnly'; import clsx from 'clsx'; import styles from './styles.module.css'; -const BACKGROUNDS = [ - styles.backgroundBlue, - styles.backgroundOrange, - styles.backgroundPurple, - styles.backgroundRed, -]; +const AD_REFRESH_RATE = 20 * 1000; -function TopResume({className}) { +function FAANGTechLeads({ position }) { return ( { - window.gtag('event', 'topresume.sidebar.click'); + window.gtag('event', `faangtechleads.${position}.click`); }}>

- Best resume service for FAANG -
- If you are running low on time, I recommend TopResume's{' '} - free resume review services, which has helped countless software - engineers get interviews at FAANG. + + Craft the perfect resume for Google and Facebook + + Save time crafting your resume with FAANG Tech Leads'{' '} + FAANG-quality resume templates and examples which have helped + many Software Engineers get interviews at top Bay Area companies!

); } -function Moonchaser({className}) { +function AlgoMonster({ position }) { return ( { + window.gtag('event', `algomonster.${position}.click`); + }}> +

+ + Stop grinding mindlessly. Study with a plan + + Developed by Google engineers, AlgoMonster is the fastest way to + get a software engineering job. Check it out for free! +

+ + ); +} + +function Moonchaser({ position }) { + return ( + { + window.gtag('event', `moonchaser.${position}.click`); + }}> +

+ + Risk-free salary negotiation help + {' '} + Receive risk-free salary negotiation advice from Moonchaser. You + pay nothing unless your offer is increased.{' '} + Book your free consultation today! +

+ + ); +} + +function DesignGurusCoding({ position }) { + return ( + { - window.gtag('event', 'moonchaser.sidebar.click'); + window.gtag('event', `designgurus.coding.${position}.click`); }}>

- Get paid more. Receive risk-free salary negotiation - advice from Moonchaser. You pay nothing unless your offer is - increased. Book a free consultation today! + Stop memorizing solutions + Grokking the Coding Interview teaches you techniques and question + patterns to ace coding interviews. Grab your lifetime access today!

); } -function Educative({className}) { +function DesignGurusSystemDesign({ position }) { return ( { - window.gtag('event', 'educative.sidebar.click'); + window.gtag('event', `designgurus.system_design.${position}.click`); }}>

- Looking to get hired at FAANG? -
- Educative offers many great courses to improve your interview - game. Join today for a 10% discount! + Get the job at FAANG + Grokking the System Design Interview is a highly recommended + course to get better at system design interviews. Find out more!

); } -function EducativeCoding({className}) { +function ByteByteGoSystemDesign({ position }) { return ( { - window.gtag('event', 'educative.coding.sidebar.click'); + window.gtag('event', `bytebytego.system_design.${position}.click`); }}>

- Get the job at FAANG -
- "Grokking the Coding Interview: Patterns for Coding Questions" by - Educative is the best course for improving your algorithms interview - game. Join today for a 10% discount! + + Ace Your Next System Design Interview + + ByteByteGo's system design interview course is everything you + need to take your system design skill to the next level.{' '} + Find out more!

); } -function EducativeSystemDesign({className}) { +function Interviewingio({ position }) { return ( { - window.gtag('event', 'educative.coding.sidebar.click'); + window.gtag('event', `interviewingio.${position}.click`); }}>

- Get the job at FAANG -
- "Grokking the System Design Interview" by Educative is a highly - recommended course for improving your system design interview game.{' '} - Join today for a 10% discount! + + Practice interviewing with Google engineers + + interviewing.io provides anonymous technical mock interviews with + engineers from Google, Facebook, and other top companies.{' '} + Give it a try!

); } -export default React.memo(function SidebarAd() { - const backgroundClass = - BACKGROUNDS[Math.floor(Math.random() * BACKGROUNDS.length)]; +export default React.memo(function SidebarAd({ position }) { + const [counter, setCounter] = useState(0); + useEffect(() => { + const timer = setTimeout(() => { + setCounter((counter) => counter + 1); + }, AD_REFRESH_RATE); + + return () => clearTimeout(timer); + }, [counter]); // Because the SSR and client output can differ and hydration doesn't patch attribute differences, // we'll render this on the browser only. return ( - + {() => { + const rand = Math.random(); + const path = window.location.pathname; // Ugly hack to show conditional sidebar content. - if (path.startsWith('/resume')) { - return ; - } - if ( - path.includes('negotiation') || - path.startsWith('/understanding-compensation') - ) { - return ; + if (path.includes('resume')) { + return ; } - if ( - path.includes('coding') || - path.startsWith('/best-practice-questions') || - path.startsWith('/cheatsheet') || - path.startsWith('/mock-interviews') || - path.startsWith('/algorithms') - ) { - return ( - - ); + if (path.includes('negotiation') || path.includes('compensation')) { + return ; } if (path.includes('system-design')) { - return ( - + return rand < 0.5 ? ( + + ) : ( + ); } - return Math.random() > 0.5 ? ( - + // if ( + // path.includes('coding') || + // path.includes('best-practice-questions') || + // path.includes('mock-interviews') || + // path.includes('algorithms') + // ) { + // return rand < 0.3 ? ( + // + // ) : rand < 0.6 ? ( + // + // ) : ( + // + // ); + // } + + return rand < 0.5 ? ( + + ) : rand < 0.75 ? ( + ) : ( - + ); }} diff --git a/website/src/components/SidebarAd/styles.module.css b/website/src/components/SidebarAd/styles.module.css index f8a585068d..c3b42cdce7 100644 --- a/website/src/components/SidebarAd/styles.module.css +++ b/website/src/components/SidebarAd/styles.module.css @@ -4,32 +4,59 @@ border-radius: var(--ifm-global-radius); color: #fff; display: block; - opacity: 0.95; + opacity: 0.9; padding: 1rem; transition: opacity var(--ifm-transition-fast) var(--ifm-transition-timing-default); } -.backgroundPurple { - background-image: linear-gradient(138deg, rgb(69, 104, 220), rgb(176, 106, 179)); +.container:hover { + color: #fff !important; + opacity: 1; + text-decoration: none; } -.backgroundRed { - background-image: linear-gradient(39deg, rgb(188, 78, 156), rgb(248, 7, 89)); +.backgroundFTL { + background-color: rgb(244, 63, 94); } -.backgroundOrange { - background-image: linear-gradient(39deg, rgb(255, 81, 47), rgb(240, 152, 25)); +.backgroundGrokkingCoding { + background-color: #6fc8cc; + color: #083436 !important; } -.backgroundBlue { - background-image: linear-gradient(153deg, rgb(116, 116, 191), rgb(52, 138, 199)); +.backgroundGrokkingCoding:hover { + color: #083436 !important; } -.container:hover { - color: #fff; - opacity: 1; - text-decoration: none; +.backgroundGrokkingSystemDesign { + background-color: #58527b; +} + +.backgroundMoonchaser { + background-color: #1574f9; +} + +.backgroundAlgoMonster { + background-image: linear-gradient(270deg, #3e1792, #6a45b9); +} + +.backgroundInterviewingio { + background-color: #ffd829; + color: rgb(10, 10, 10) !important; +} + +.backgroundInterviewingio:hover { + color: rgb(10, 10, 10) !important; +} + +.backgroundByteByteGo { + background-color: #35cea0; + color: rgb(10, 10, 10); +} + +.backgroundByteByteGo:hover { + color: rgb(10, 10, 10); } .tagline { @@ -37,6 +64,12 @@ margin-bottom: 0; } +.title { + display: block; + font-size: 0.8rem; + margin-bottom: 0.1rem; +} + .logo { width: 96px; } diff --git a/website/src/css/custom.css b/website/src/css/custom.css index aac2fc2aff..4dc505185f 100755 --- a/website/src/css/custom.css +++ b/website/src/css/custom.css @@ -1,12 +1,19 @@ @font-face { - font-family: 'Inter'; + font-family: 'Inter var'; + font-weight: 100 900; + font-display: swap; font-style: normal; + font-named-instance: 'Regular'; + src: url('./fonts/Inter-roman-latin.var.woff2') format('woff2'); +} + +@font-face { + font-family: 'Inter var'; font-weight: 100 900; - font-display: optional; - src: url('/fonts/inter-var-latin.woff2') format('woff2'); - unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02BB-02BC, U+02C6, U+02DA, - U+02DC, U+2000-206F, U+2074, U+20AC, U+2122, U+2191, U+2193, U+2212, U+2215, - U+FEFF, U+FFFD; + font-display: swap; + font-style: italic; + font-named-instance: 'Italic'; + src: url('./fonts/Inter-italic-latin.var.woff2') format('woff2'); } :root { @@ -18,9 +25,9 @@ --ifm-color-primary-lighter: #8a8adf; --ifm-color-primary-lightest: #afafe9; - --ifm-font-family-base: 'Inter', -apple-system, BlinkMacSystemFont, 'Segoe UI', - 'Roboto', 'Oxygen', 'Ubuntu', 'Cantarell', 'Fira Sans', 'Droid Sans', - 'Helvetica Neue', sans-serif; + --ifm-font-family-base: 'Inter var', -apple-system, BlinkMacSystemFont, + 'Segoe UI', 'Roboto', 'Oxygen', 'Ubuntu', 'Cantarell', 'Fira Sans', + 'Droid Sans', 'Helvetica Neue', sans-serif; --ifm-font-size-base: 16px; --ifm-footer-padding-vertical: 3rem; @@ -36,6 +43,10 @@ html[data-theme='dark'] { --ifm-color-primary-lightest: rgb(191, 191, 248); } +.navbar__items { + font-size: 0.9rem; +} + .footer__links { margin-bottom: 3rem; } @@ -44,107 +55,119 @@ html[data-theme='dark'] { text-align: start; } -.markdown h1 { - margin-top: 1rem; +.markdown h1:first-child { + --ifm-h1-font-size: 1.5em; } -@media screen and (max-width: 767px) { - :root { - --ifm-font-size-base: 16px; +@media screen and (min-width: 768px) { + .markdown h1:first-child { + --ifm-h1-font-size: 2.25em; } +} - .markdown h1 { - --ifm-h1-font-size: 1.5rem; - } +.markdown h2 { + --ifm-h2-font-size: 1.375em; + margin-top: 2em; + margin-bottom: 0.5em; +} +@media screen and (min-width: 768px) { .markdown h2 { - --ifm-h2-font-size: 1.375rem; - } - - .markdown h3 { - --ifm-h3-font-size: 1.25rem; + --ifm-h2-font-size: 1.5em; } } -div[class^='announcementBar_'] { - background-color: var(--ifm-color-primary); - color: #fff; - font-weight: bold; +.markdown h3 { + --ifm-h3-font-size: 1.25em; + font-weight: 600; + margin-top: 1.8em; + margin-bottom: 0.5em; } -.theme-doc-markdown details { - --ifm-alert-background-color: transparent; - border: 1px solid var(--ifm-color-primary); +.markdown h4 { + font-size: 1.15em; + font-weight: 600; + margin-top: 1.6em; + margin-bottom: 0.4em; } -.theme-doc-markdown details h2, -.theme-doc-markdown details h3, -.theme-doc-markdown details h4, -.theme-doc-markdown details h5, -.theme-doc-markdown details h6 { - margin-bottom: 0 !important; +.markdown h5 { + font-size: 1em; + font-weight: 600; + margin-top: 1.4em; + margin-bottom: 0.3em; } - -.docs-doc-page .pagination-nav__item:first-child .pagination-nav__label::before, -.docs-doc-page .pagination-nav__item--next .pagination-nav__label::after { - content: ''; +.markdown blockquote { + border-left-color: var(--ifm-color-emphasis-200); + border-left-width: 0.5rem; + color: var(--ifm-color-emphasis-600); } -.pagination-nav__item .pagination-nav__label { - font-size: 1.5rem; +.markdown ul blockquote { + font-size: 0.9em; + margin-top: 0.5em; } -.docs-doc-page .pagination-nav__item { - max-width: 100%; +@media screen and (max-width: 767px) { + :root { + --ifm-font-size-base: 16px; + } } -.navbar-icon:before { - background-repeat: no-repeat; - content: ''; - display: flex; - height: 24px; - width: 24px; - transition: all 300ms ease-in-out; +div[class^='announcementBar_'] { + background-color: var(--ifm-color-primary); + color: #fff; + font-weight: bold; } -.navbar-icon:hover { - opacity: 0.8; +.menu { + font-size: 0.875rem; } -.navbar-icon-github:before { - background-image: url('/img/icons8-github.svg'); +.table-of-contents { + font-size: 0.75rem; } -html[data-theme='dark'] .navbar-icon-github:before { - background-image: url('/img/icons8-github-light.svg'); - height: 28px; - width: 28px; +@media screen and (min-width: 768px) { + .theme-doc-markdown { + font-size: 18px; + } } -.navbar-icon-twitter:before { - background-image: url('/img/icons8-twitter.svg'); +.theme-doc-markdown details { + --ifm-alert-background-color: transparent; + border: 1px solid var(--ifm-color-primary); } -html[data-theme='dark'] .navbar-icon-twitter:before { - background-image: url('/img/icons8-twitter-light.svg'); +.theme-doc-markdown details h2, +.theme-doc-markdown details h3, +.theme-doc-markdown details h4, +.theme-doc-markdown details h5, +.theme-doc-markdown details h6 { + margin-bottom: 0 !important; } -.navbar-icon-facebook:before { - background-image: url('/img/icons8-facebook.svg'); +.navbar-icon { + border-radius: 50%; + display: flex; + height: 32px; + width: 32px; + align-items: center; + justify-content: center; + margin-right: 12px; + padding: 0; + transition: background var(--ifm-transition-fast); } -html[data-theme='dark'] .navbar-icon-facebook:before { - background-image: url('/img/icons8-facebook-light.svg'); - height: 28px; - width: 28px; +.navbar-icon:hover { + background: var(--ifm-color-emphasis-200); + color: inherit; } -.navbar-icon-telegram:before { - background-image: url('/img/icons8-telegram.svg'); +.theme-doc-markdown .theme-admonition { + font-size: 16px; } -html[data-theme='dark'] .navbar-icon-telegram:before { - background-image: url('/img/icons8-telegram-light.svg'); - height: 28px; - width: 24px; +.admonition-heading h5 { + margin-top: 0; } diff --git a/website/src/css/fonts/Inter-italic-latin.var.woff2 b/website/src/css/fonts/Inter-italic-latin.var.woff2 new file mode 100644 index 0000000000..e09a2014b3 Binary files /dev/null and b/website/src/css/fonts/Inter-italic-latin.var.woff2 differ diff --git a/website/src/css/fonts/Inter-roman-latin.var.woff2 b/website/src/css/fonts/Inter-roman-latin.var.woff2 new file mode 100644 index 0000000000..44fabcbc3c Binary files /dev/null and b/website/src/css/fonts/Inter-roman-latin.var.woff2 differ diff --git a/website/src/data/successStories.js b/website/src/data/successStories.js index bf18409635..fcb81b3c7f 100644 --- a/website/src/data/successStories.js +++ b/website/src/data/successStories.js @@ -11,7 +11,7 @@ export default [ wasn't sure what to expect and where to start. This handbook together with the{' '} Front End Interview Handbook @@ -37,8 +37,31 @@ export default [ section was an absolutely invaluable resource and a great overall reference to brush up my fundamentals with the helpful hints and tips provided, and also solve some of the most popular questions categorized - by type. I certainly have Yangshun to thank for helping me land my dream - job at Google! + by type. I certainly have this handbook to thank for helping me land my + dream job at Google! + + ), + }, + { + name: 'Zhenghao He', + title: 'Senior Software Engineer, Instacart', + thumbnail: 'https://github.com/zhenghaohe.png', + quote: ( + <> + Tech Interview Handbook was the best resource I used during my coding + interview prep. Its structure and hand-picked questions and detailed + explanations really set it apart from other resources out there. I + helped me go into my interviews with confidence. I ended up landing + offers at Meta, Amazon, Twitch, Microsoft, Coinbase, Splunk, etc. I + highly recommend Tech Interview Handbook to anyone looking to secure an + offer from big tech companies. +
+
+ I've learnt a few things and blogged about them on{' '} + + https://zhenghao.io + + , check them out if you're interested! ), }, @@ -63,9 +86,36 @@ export default [
With the help of Tech Interview Handbook, I was able to land offers from Google, Amazon, Uber and several other great companies. Really - appreciate Yangshun and other contributors for putting out such quality - content for the community. I'd wholeheartedly recommend this handbook to - anyone! + appreciate the contributors for putting out such quality content for the + community. I'd wholeheartedly recommend this handbook to anyone! + + ), + }, + { + name: 'Rahul Senguttuvan', + title: 'Software Engineer Intern, Meta', + thumbnail: 'https://avatars.githubusercontent.com/u/26223361?v=4', + quote: ( + <> + I started my interview preparation sometime during September of 2021. I + was introduced to the famous Blind 75 list while browsing through + LeetCode forums. The author of Blind 75, Yangshun Tay, had mentioned The + Tech Interview Handbook in one of the comments. I immediately checked + out the website and was extremely impressed. +
+
+ The most use- section for me was the Coding and Algorithms along with + Company interview formats where I learnt the process beforehand. The + questions covered in the list along with the resources helped me get a + broad understanding of concepts like BFS, DFS and array operations which + I struggled with earlier. This helped me get into Mathworks, Microsoft + and Meta for my internships. +
+
+ Moving forward, I will continue to use this resource along with Grind 75 + (A list of coding questions created by the same author) for my full time + job hunt! I'm also excited to try out the System Design material as + well! ), }, @@ -75,12 +125,12 @@ export default [ thumbnail: 'https://avatars.githubusercontent.com/u/19870898?s=400&v=4', quote: ( <> - I have not been preparing much for my interviews before my final year in + I have not been preparing much for my interviews before my final year in university. As I set my sights on my full time job, I referred heavily - to this handbook about things to prepare and look out for during my + to this handbook about things to prepare and look out for during my applicaion. It has helped me so much in many stages of my application. - My personal favorite is the best algorithm practice questions, which - is helpful in the future if I want to switch jobs. + My personal favorite is the best algorithm practice questions, which is + helpful in the future if I want to switch jobs.

With the help of this handbook, I successfully land offers from @@ -89,4 +139,36 @@ export default [ ), }, + { + name: 'Jeanne Toh', + title: 'Software Engineer Intern, Meta, Google', + thumbnail: 'https://avatars.githubusercontent.com/u/54509483?v=4', + quote: ( + <> + I remember not knowing what to expect when preparing for my first ever + tech interview. Tech Interview Handbook was a lifesaver. It covers all + the most important steps in applying for a tech role -- from resume + preparation to offer negotiation. +
+
+ My favourite part is the{' '} + + Grind 75 Tool + + , which provides customisable coding interview study plans. This not + only helped to sharpen my problem-solving skills, but also assured me + that I covered sufficient breadth and depth. +
+
+ Even now, after interviewing for a couple of years, I still go back to + the Tech Interview Handbook for a quick refresher before an interview, + and it continues to help me land great offers. This is an incredible + resource, created by someone who really wishes the best for you, and I + highly recommend it! + + ), + }, ]; diff --git a/website/src/pages/advertise.md b/website/src/pages/advertise.md new file mode 100644 index 0000000000..4d72eb153c --- /dev/null +++ b/website/src/pages/advertise.md @@ -0,0 +1,43 @@ +--- +title: Become an advertiser +description: Advertise with us and leverage on our audience of 40,000 to 50,000 software engineers monthly +keywords: + [ + advertisement, + sponsorship, + sponsor, + advertise, + software engineer website advertisement, + software engineering interview website advertisement, + software engineering interview website sponsorship, + ] +hide_table_of_contents: true +--- + +
+ +# Become an advertiser! + +Tech Interview Handbook has and always will be free for our readers. As such, sponsors and advertisers go a long way in keeping the website up and running. + +Our handbook has become one of the best resources for software engineering interview preparation, amassing over 10,000 monthly organic referrals from other software engineers on forums, Twitter, coding interview preparation sites, and even by [Ivy League universities such as Yale University](https://ocs.yale.edu/channels/the-technical-interview/). + +We boast over 200,000 monthly pageviews from 40,000 to 50,000 unique software engineers who are looking for a job and preparing for interviews. + +## Sponsorship and advertisement terms + +We run week-long exclusive sponsorships and advertisements on a fixed price schedule. + +Sponsors can choose any or all of the following positions to advertise with us: + +- Top of every page +- Homepage +- Sidebar and menu of every page +- Navigation menu +- Bottom of every page + +If you are keen to become our sponsor and advertise with us, please email us at [contact{at}techinterviewhandbook.org](mailto:contact@techinterviewhandbook.org). + +
+
+
diff --git a/website/src/pages/index.js b/website/src/pages/index.js index 80ac83fd33..205ff37601 100755 --- a/website/src/pages/index.js +++ b/website/src/pages/index.js @@ -1,8 +1,9 @@ import React from 'react'; -import classnames from 'classnames'; +import clsx from 'clsx'; import Layout from '@theme/Layout'; import BrowserOnly from '@docusaurus/BrowserOnly'; import useDocusaurusContext from '@docusaurus/useDocusaurusContext'; +import Link from '@docusaurus/Link'; import useBaseUrl from '@docusaurus/useBaseUrl'; import styles from './styles.module.css'; @@ -22,7 +23,7 @@ const FEATURES = [ interview experience needed. ), - link: '/introduction', + link: '/software-engineering-interview-guide/', }, { title: <>📝 Curated practice questions, @@ -35,17 +36,17 @@ const FEATURES = [ to tell you which the best questions are. ), - link: '/best-practice-questions', + link: '/coding-interview-study-plan/', }, { - title: <>📋 Interview cheatsheet, + title: <>📋 Interview best practices, description: ( <> Straight-to-the-point Do's and Don'ts during an interview. The battle is already half won. ), - link: '/cheatsheet', + link: '/coding-interview-cheatsheet/', }, { title: <>💁‍♀️ Practical algorithm tips, @@ -55,7 +56,7 @@ const FEATURES = [ cases to look out for. ), - link: '/algorithms/introduction', + link: '/algorithms/study-cheatsheet/', }, { title: <>💬 Behavioral questions, @@ -65,7 +66,7 @@ const FEATURES = [ prepare your answers ahead of time. ), - link: '/behavioral-questions', + link: '/behavioral-interview-questions/', }, { title: <>🧪 Tested and proven, @@ -78,9 +79,9 @@ const FEATURES = [ }, ]; -function Tweet({url, handle, name, content, avatar, date}) { +function Tweet({ url, handle, name, content, avatar, date }) { return ( -
+
{name} @@ -103,18 +104,19 @@ function Tweet({url, handle, name, content, avatar, date}) { } function Home() { - const {siteConfig = {}} = useDocusaurusContext(); + const { siteConfig = {} } = useDocusaurusContext(); return ( + - + - + @@ -123,31 +125,37 @@ function Home() { } function HeroSection() { - const {siteConfig = {}} = useDocusaurusContext(); + const { siteConfig = {} } = useDocusaurusContext(); return ( -
+
{siteConfig.title}

{siteConfig.title}

{siteConfig.tagline}
- Brought to you by FAANG engineers and the author of the{' '} + Brought to you by the author of{' '} - Blind 75 list + Blind 75

+

+ Or check out our{' '} + + Front End Interview Handbook + +