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
