AI Assignments and Projects Repository

This repository contains all the assignments and projects i have performed in my Artificial Intelligence class in Semester V at Brainware Universaity while presuing Bachelors degree in Computer Science Engineering with specialization in Artificial Intelligence and Machine Learning

List of Assignments and Projects till date

• Day 1 (14.07.26) ➜ Basic Introduction to Numpy, Pandas and MatPlotLib
  • Extract elements from a numpy list using boolean masking
  • Two side-by-side Plots
• Day 2 (21.07.26) ➜ Exploring the digits and iris dataset
  • Plot the images from the digits dataset
  • Inspect the iris dataset
• Day 3 (28.07.26) ➜ Train and Evaluate KNN model & Perform graph algroithms
  • Dump a python dictionary to a JSON file
  • Train and Evaluate a K-Nearest Neighbors model on the iris dataset
  • Perfrom DFS and BFS on a undirected graph
• Day 4 (04.08.26) ➜ Graph ALgorithms
  • Perform A* and AO* search algorithm on a directed weighted graph
• Day 5 (11.08.26) ➜ Graph Algorithms 2
  • Solve the 8 Puzzle Problem using A* algorithm
• Day 6 (18.08.26) ➜ Semantic Network
  • Implement an Semantic Network of the given relationships using networkx
• Day 7 (25.08.26) ➜ Adversial Search
  • Implement MiniMax Algorithm on a simple tree with visualization
• Day 8 (01.09.26) ➜ Neural Networks (Perceptron)
  • Implement a Simple Perceptron model
  • Implement a Preceptron model along with Decision Boundary
  • Predict the result of students based on Study Hours and Attendance using KNN Algorithm
• Day 9 (08.09.26) ➜ Classification using Decision Trees
  • Predict values for a simple dataset using DecisionTreeClassifier
  • Perform classification on the iris dataset using DecisionTreeClassifier
• Day 10 (15.09.26) ➜ Classification using Support Vector Machines
  • Perform classification on the iris dataset using SupportVectorClassifier