Artificial Intelligence And Machine Learning

Artificial Intelligence And Machine Learning-21CS54

Module - 1

Introduction: What is AI? Foundations and History of AI
Problem‐solving: Problem‐solving agents, Example problems, Searching for Solutions, Uninformed Search Strategies: Breadth First search, Depth First Search,

Module - 2

Informed Search Strategies: Greedy best-first search, A*search, Heuristic functions.
Introduction to Machine Learning , Understanding Data

Module - 3

Basics of Learning theory
Similarity Based Learning
Regression Analysis

Module - 4

Decision Tree learning
Bayesian Learning

Module - 5

Artificial neural Network
Clustering Algorithms