This repository contains the practicals of Artificial Intelligence and Machine Learning Lab of 5th Semester of B.Tech. C.E. (b3 batch) of S.P.I.T.
- Intelligent Agent (Missionary and Cannibal Problem, Water Jug Problem)
- Uninformed Search (BFS, DFS, UCS)
- Informed Search (A*, Hill Climbing)
- Adversarial Search (Minimax, Alpha-Beta Pruning)
- SWI-Prolog (Family Tree)
- Data Preprocessing (Cleaning, Normalization, Standardization)
- Supervised Learning (Naive Bayes, Decision Tree, Random Forest)
- Unsupervised Learning (K-Means Clustering) 9 & 10. Mini Project (Alzheimer's Disease Detection using CNN)