COLLEGE LABORATORY WORKS

FOLDERS

• DEEP LEARNING LAB

• R PROGRAMMING LAB

• AI & DS LAB

• SQL LAB

• PYTHON PROGRAMMING LAB

• OPERATING SYSTEMS LAB

• JAVA PROGRAMMING LAB

• DATA STRUCTURES LAB

• C PROGRAMMING LAB

DEEP LEARNING LAB

Go to Deep Learning folder

• Experiment 1 → Simple Linear Regression

  • Linear Regression Dataset

• Experiment 2 → Basic Image Enhancement Operations

• Experiment 3 → Classification on CIFAR-10 Dataset

• Experiment 4 → CIFAR-10: Testing With Different Hyperparameters | Optimized Code

• Experiment 5 → CNN for Digit Classification on MNIST Dataset

• Experiment 6 → VGGnet19 for Digit Classification on MNIST Dataset

• Experiment 7 → IMDB Dataset Classification using RNN

• Experiment 8 → IMDB Dataset Classification using LSTM & GRU

• Experiment 9 → Regression on Nifty-50 Data

  • Nifty CSV Data

• Experiment 10 → English-Hindi Neural Translation

  • English Hindi Dataset

R LAB

Go to R folder

• Experiment 1 → Input from terminal

• Experiment 2 → Min & Max value from a vector

• Experiment 3 → Factorial & Palindrome of a number

• Experiment 4 → Multiples of Five

• Experiment 5 → Pascals Triangle

• Experiment 6 → Nth Largest Element

• Experiment 7 → Nth Element

• Experiment 8 → Element Insertion

• Experiment 9 → Transforms

• Experiment 10 → Apply & Lapply

• Experiment 11 → Merge Dataframes

• Experiment 12 → Linear Regression

  • Linear Regression Dataset

• Experiment 13 → Logistic Regression

• Experiment 14 → Decision Tree

• Experiment 15 → Support Vector Machine

• Experiment 16 → Variance Covariance Correlation

• Experiment 17 → KMeans Clustering

• Experiment 18 → Hierarchical Clustering

• Experiment 19 → DBSCAN Clustering

• Experiment 20 → Statistical Tests

• Experiment 21 → Hadoop Installation

• Experiment 22 → Hadoop Shell Commands

• Experiment 23 → MapReduce : Word Count Using Python

AI & DS LAB

Go to AI-DS folder

• Experiment 1 → Statistical Measures

• Experiment 2 → Matrix Operations & Data Visualization

• Experiment 3 → CSV Reordering

  • CSV Reordering Dataset

• Experiment 4 → Linear Regression

  • Linear Regression Dataset

• Experiment 5 → Logistic Regression

• Experiment 6 → K-Nearest Neighbour (KNN)

• Experiment 7 → Naive Bayes

• Experiment 8 → Decision Tree

• Experiment 9 → Correlation & Covariance

• Experiment 10 → Support Vector Machine (SVM)

  • SVM Dataset

• Experiment 11 → Principal Component Analysis (PCA)

• Experiment 12 → Hill Climbing Algorithm

SQL LAB

Go to SQL folder

• SQL PLUS Installation

• SQL Plus Correction Codes

• Exp 1 → Database Schema & ER Diagram

• Exp 2 → Familiarization of DDL Commands

• Exp 3 → Familiarization of DML Commands

• Exp 4 → DML & DDL Commands

• Exp 5 → PL/SQL(Rough & Fair)

• Exp 6 → Function, Procedure, Trigger (PL/SQL)

• Exp 7 → Cursor (PL/SQL)

• Exp 8 → Views

• Exp 9 → Exceptions (PL/SQL)

• Exp 10 → RDBMS Built-in Functions

SQL Functionalities

• Create Database

• Create Table

• Describe Table

• Insert Values

• Select Values

• Updating Values

• Adding Column

• Count Distinct Values

• Finding Max Value

• Ordering Descending or Ascending

• PL/SQL Experiments

PYTHON LAB

Go to Python folder

Programs

• HelloWorld

• Largest Of Three Numbers

• Multiplication Table

• SA & VOL of Cylinder

• Word Replacing

• Email Id Validity Checker

• Factorial of a number

• Number Occurence Removal

• Matrix Addition with Numpy

• Matrix Addition without Numpy

• Even Odd Tuple Separation

• Book Stock keeping using Dictionary

• Prime Numbers from Numbers stroed in a File

• Words in a File

• Plot y =  f(x)

• Bar Graph

• Histogram

Extra Programs

• Palindrome Word

• Poisson Distribution Formula

• CSV File to Graph

• Normal & Stem Graphs

• Rectifier Graph

• Square Wave

• Chi Square Test

• Correlation Coefficient

• Single Coin Toss

• Python Split Function Backend Code

• Minimum Computer Networks (IBM Question)

OPERATING SYSTEM LAB

Go to OperatingSystem folder

Operating System Programs

• Banker's Algorithm

• Inter Process Communication using Shared Memory (IPC)

• Semaphores (Producer - Consumer Problem)

CPU Scheduling Programs

• First Come First Served CPU Scheduling (FCFS)

• Priority Scheduling

• Round Robin Scheduling

• Short Job First Scheduling (SJF)

Disk Scheduling Programs

• Circular SCAN (C-SCAN)

• First Come First Served Disk Scheduling (FCFS)

• SCAN (Elevator Algorithm)

• Shortest Seek Time First (SSTF)

Memory Allocation Programs

• Best Fit

• First Fit

• Worst Fit

Page Replacement Programs

• First In First Out (FIFO)

• Least Recently Used (LRU)

System Call Programs

• System Call 1: fork() exec() getpid() exit()

• System Call 2: stat()

• System Call 3: opendir() closedir()

---

Shell Programs

First 10 Natural Numbers

Basic Details

Biggest Of Two Numbers

Calculator

Factorial

Fibonacci

Sum Of Two Numbers

JAVA LAB

Go to Java folder

BASICS

• Character Frequency

• Hello World

• Largest of Three Numbers

• Matrix Multiply

• Matrix Transpose

• Method Overloading

• Number Palindrome

• Odd or Even Number

• Quick Sort on Numbers

• Quick Sort on Strings

• Second smallest element in an Array

• String Frequency

• String Palindrome

• String Reversing

• Sum of two numbers

• Swapping with third variable

• Swapping without third variable

• Vowels or Consonants

FILE HANDLING

• Line of Text

• Read/Write integers(buffered reader/writer)

• Read/Write n numbers

• Read/Write text content(buffered reader/writer)

MULTI-THREADING

• Five consecutive integers

• Multiplication Table

• Suspend & Resume method

INHERITANCE

• Employees

• Engineer & Employee

EXCEPTION HANDLING

• Try Catch FINALLY

• Try Catch THROW

EVENT HANDLING

• Keyboard Events

• Mouse Events

JAVA SWING

• Calculator

• Traffic Light

INTERFACE

• Interface Inheritance

ABSTRACTION

• Abstract Shape's Sides

LIST

• Doubly LinkedList

DATA STRUCTURES LAB

Go to Data-Structures folder

ARRAYS

• Binary Search Using Function

• Binary Search With Complexities

• Bubble Sort

• Heap Sort

• Infix to Postfix

• Insertion Sort

• Linear Search Using Function

• Linear Search With Complexities

• Merge Sort

• Poly Representation Using Structure & Array

• Quick Sort

• Selection Sort

STACKS

• Evaluation of Postfix Expression

• Reversing number using Stack

• Reversing string using Stack

Stack

QUEUE

• Circular Queue

• Queue

LINKEDLIST

• LinkedList

• Polynomial Addition using LinkedList

C LAB

Go to C folder

BASICS

• Adding Two Numbers

• Armstrong Number

• ASCII Value of a Charcter

• Greater Number

• Number is Even or Odd

• Factorial of a number

• Fibonacci Series

• Hello World

• Largest of 3 numbers

• Leap Year

• Number of digits in a number

• Number Palindrome

• Number Reversing

• Number to words

• Prime number or not

• Quadratic equation calculator

• Star Pattern

• Sum of digits of a number

• Swapping with third variable

• Swapping without third variable

• Week to Day

ARRAYS

• Array Copying

• Array Minimum and Maximum

• Array Odd or Even

• Array Sum

MATRIX

• Diagonal Matrix Or Not

• Matrix Addition

• Matrix Calaculator

• Matrix Multiply

• Matrix Subtraction

• Matrix Transpose

• Sparse Matrix

SEARCHING

• Linear Search

• Binary Search

FUNCTION

• Word reversing using function