List of useful courses, that worth time spending, related to Computer Science, and related subjects.
- Awesome Courses List - collection of awesome courses in CS
- Digital Defynd - up to date list of free courses in CS
- JS Must Watch List - good js conference overview
- Software Architecture - List
- AI University - list of materials to switch to AI
- edx.org - Good Core Knowledge Courses made in collaboration with top universities
- pluralsight.com/ - Collection of Technology related courses
- Linkedin Learning - Broad spectrum of courses, almost on any topic, available on subscription
- coursera.org - Good subjects topics related to MI, Data Science, Cloud Computing
- udemy - Broad Practical Courses from Top Level Experts
- educative.io - Well organized and structures text materials
- egghead.io - Trending & practical Frontend technologies description from Top Experts
- linuxacademy.com - Learn by doing. Practical Could courses
- openlearning.mit.edu- Open Courses by MIT
- Introduction to Mathematical Thinking - introduction to mathematical notation, boolean algebra, profs by Stanford University.
- MITx 18.01.1x - Calculus 1A: Differentiation. Certificate available.
- MITx 18.01.2x - Calculus 1B: Integration. Certificate available.
- MITx 18.02.1x- Multivariable Calculus 1: Vectors and Derivatives. Certificate available.
- MITx 18.03x - Introduction to Differential Equations. Certificate available.
- MITx 18.032x Differential Equations: 2x2 Systems - Certificate available.
- MITx 8.01.1x - Interactive introduction to mechanics. Certificate available.
There are series of good courses in CS as personal preference, some
- MITx 6.00.1 - Introduction to Computer Science and Programming Using Python. Good Interactive Introduction to Python.
- MIT 6.006 Very good Computer Science Video Lectures, broad topic overview. Medium level of complexity. Some topics - e.g. dynamic programming are brilliant.
- MIT 6.046 Next step to advance knowledge after 6.006, level considered as Medium+. Good description of FFT, Graph algorithms. Recommended after 6.006
- Graph Theory Algorithms - Simple description for key graph algo's
- Links Collection - Collection of links with materials
- Educative - Good Collection of materials. Certificate is also available.
- InfoQ - Set of lectures from giants about their systems
- System Design Interview - Design of basic core components
- AlgoExpert - Basic terms and concepts of System Design
- Solution Architecture - Description of Solution Architecture role and activities
- Cloud Architecture From Google - Good course corresponding certification is also available
- MIT 6.041 - Introduction to Probability
- MIT 18.6501x - Fundamentals of Statistics. Certificate available
- MIT 6.86x - Machine Learning with Python-From Linear Models to Deep Learning. Cool intro to ML with practical coding tasks & auto checks. Certificate available
- Introduction to Data Science- Intro to data science with explanation or role subject and requirements for Data Scientist. Certificate available.
- Statistical Learning - Practical description of Statistical methods Certificate is also available.
- Azure Fundamentals - awesome cloud intro certification course
- Terraform Intro - good getting started terraform intro
- Azure App Services - good intro to app services with Azure
- NodeJS - Application Developer - Good practical certification
- Node.js Services Development - Good practical certification
- Kafka Good intro to Kafka end event driven architectures
- Docker - Awesome Course about docker
- Electron overview of Electron application
- GraphQL+Appolo - Good intro series, highly recommended
- React+Firebase - Quite dense "learn by doing" courses combining React with hooks & firebase
- Progressive Web Apps - Intro to Progressive Web Application. Good course - a bit too long - recommend to start from last sections.
- PostMan
- How to Learn Online - 30 min courses - good Checklist on How to Learn Online