Module-1 : Introduction to ML, Concept Learning

Textbook: Chapter-1, Chapter-2

Presentation: Introduction, Slides-1

Lecture Notes: Notes-1 , Problems on Candidate Elimination

Question Bank: QB-1

Assignment: Agmt-1

Module-2 : Decision Tree Learning

Textbook: Chapter-3

Slides: Slides-2

Notes: Notes-2,

Question Bank: QB-2

Assignment: Agmt-2

Module-3 : Artificial Neural Networks

Textbook: Chapter-4

Slides: Slides-3-part1, Slides-3-part2

Notes: Notes-3-Complete

Question Bank: QB-3

Module - 4

Bayesian Learning

Textbook: Chapter-6

Slides: Module-4

Notes: Module-4,

Question Bank: QB-4

Module-5 : Evaluation Hypothesis, Instance Based Learning, Reinforcement Learning

Textbook: Chapter-5, Chapter-8, Chapter-13

Slides: 5.1 Instance Learning, 5.2 Reinforcement Learning, 5.3 Evaluating Hypothesis