CE213 Lecture Notes


Lecture 1 Introduction

Lecture 2 Problem Solving and State Space Search

Lecture 3 Blind Search Strategies

Lecture 4 Heuristic Search Strategies

Lectures 5&6 Game Playing

Lecture 7 Knowledge Representation & Expert Systems

Lecture 8 Production Rule Interpreters

Lecture 9 Mycin and Reasoning with Uncertainty

Lecture 10 Introduction to Machine Learning

Lecture 11 Decision Tree Induction

Lecture 12 Decision Tree Induction Part 2

Lecture 13 Neural Networks

Lecture 14 Neural Networks Part 2

Lecture 15 Neural Networks Part 3

Lecture 16 Clustering

Lecture 17 Reinforcement Learning

Lecture 18 Genetic Algorithms

Lecture 19 Intelligent Agents

Revision


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Last modified: 23rd Oct 2017