Second Floor Lab

*** Open Oracle VirualBox Application ==> Go to ==>> File Menu ==> Click on ==> Import Appliance Option ==> Import downloaded Ubuntu2204_Dec-2025 OVA Image ***

*** Click on 'Start' iCon to boot Ubuntu2204_Dec-2025 Image

*** Login into Ubuntu Linux VM with Credentials ==> Username : user === Password : user1

===> Use Ubuntu OS VM only for all user exercises <===

Use Firefox Browser inside Ubuntu VM to browse internet

Proxy has been setup inside Ubuntu VM to connect to internet wherever required

However, if required, use Proxy IP Address : 192.168.1.1 and Port - 9051 for any issues or redo

BE - 4th Semester - Computer Architecture Lab - P Batch - SF Lab - Tue AN

Lab 2 : Sample Programs - dated 15.12.2025 **New**

Lab 1 : Introduction to MARS - dated 10.12.2025

Introduction to MARS Tool - dated 10.12.2025

MIPS Instruction Set - dated 10.12.2025

BE - 6th Semester - Machine Learning Lab

Lab 8 : Exercises - SVM - dated 28.01.2026 **New**

Activities - dated 28.01.2026 **New**

Lab 7 : Exercises - ANN - Multi-layer Perceptron Regressor (MLPRegressor) - dated 21.01.2026

Exercises - Decision Tree Classifier - ID3 - dated 21.01.2026

Activities - dated 21.01.2026

Lab 6 : Exercises - Perceptron - dated 14.01.2026

Activities - dated 14.01.2026

Lab 5 : Activities - dated 07.01.2026

Reference - Naive Bayes Theory - dated 07.01.2026

Reference - Naive Bayes Classifier using Gaussian Naiive Bayes Model - dated 07.01.2026

Reference - scikit-learn - Download and Unzip - dated 07.01.2026

Lab 4 : Activities - dated 31.12.2025

Exercise - Logistic Regression - dated 31.12.2025

Exercise - Linear Regression and Multiple Regression - dated 31.12.2025

Reference - Simple Linear Regression Tutorial - dated 31.12.2025

Reference - Evaluate the Performance of Machine Learning Algorithms with Resampling - dated 31.12.2025

Lab 3 : Python ML Packages - dated 24.12.2025

Lab 3 : Exercises - dated 24.12.2025

Practice Exercise using SciKit-learn - dated 24.12.2025

Practice Exercise using Seaborn - dated 24.12.2025

Practice Exercise using Univariate Plots - dated 24.12.2025

Reference Materials - Use Right Click & Save Link As to Download and Unzip - dated 24.12.2025

Lab 2 : Activities - dated 17.12.2025

Data Preparation for ML Algorithms - dated 17.12.2025

Data Preparation for ML in Python - dated 17.12.2025

Datasets - Use Right Click & Save Link As to Download and Unzip - dated 17.12.2025

Lab 1 : Python and Anaconda - dated 10.12.2025

Book Chapter - Python Ecosystem for ML - dated 10.12.2025

A Tour of the Weka Machine Learning Workbench - dated 10.12.2025

Python for Data Science - Python Basics - dated 10.12.2025

Python for Data Science - NumPy Basics - dated 10.12.2025

Python for Data Science - Variables in Python - dated 10.12.2025

BE - 6th Semester - Machine Learning Lab - P Batch - SF Lab - Wed FN

Anaconda Tool - Right Click & Save to Download; Install with "Just for me" Option dated 17.12.2025 **New**

Study of Weka Tool - dated 10.12.2025 **New**

Dataset - iris.csv - Use Right Click & Save Link As to Download - dated 10.12.2025 **New**

Installing Putty with Xming for GUI over SSH Shell IN WINDOWS OS

Xming dated 02.03.2021

Putty 32 Bit dated 02.03.2021

Putty 64 Bit dated 02.03.2021

How to install Putty and Xming dated 04.03.2021

Accessing GUI over SSH Shell IN Windows 10 OS

Run 'Xming' Application, If Installed else Install from above link and Run;

Goto Command Prompt using 'CMD' Run Command and Type the following command in > prompt

set DISPLAY=localhost:0.0

ssh -Y s<rollno>@192.168.1.200 <== for users inside Computer Labs with DEPARTMENT LAN Network

ssh -Y s<rollno>@10.5.12.254 <== for users inside Computer Labs with RCC Internet Network

ssh -Y s<rollno>@14.139.161.31 <=== for users outside university

Accessing GUI over SSH Shell IN UBUNTU OS/Any Linux OSs

Goto Terminal and Type the following command in $ prompt

ssh -X s<rollno>@192.168.1.200 <== for users inside Computer Labs with DEPARTMENT LAN Network

ssh -X s<rollno>@10.5.12.254 <== for users inside Computer Labs with RCC Internet Network

ssh -X s<rollno>@14.139.161.31 <=== for users outside university

BE (CSE) CBCS Syllabus (Regulations 2023) Revised

BE (CSE) RUSA Syllabus (Regulations 2018)

UG Academic Schedule - 4th, 6th & 8th Semester

UG Academic Schedule - 2nd Semester