Computer Sc - Artificial Intelligence (English)

   Saturday, February 01, 2025   

Starting a new Lecture Notes Series on Computer Sc - Artificial Intelligence

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Computer Sc - Artificial Intelligence By Lecture Notes together!

Lecture 1: Lecture - 1 Introduction

Lecture 2: Lecture - 2 Problem Solving by Search

Lecture 3: Lecture - 3 Searching with Costs

Lecture 4: Lecture - 4 Informed State Space Search

Lecture 5: Lecture - 5 Heuristic Search: A* and Beyond

Lecture 6: Lecture - 6 Problem Reduction Search: AND/OR Graphs

Lecture 7: Lecture - 7 Searching Game Trees

Lecture 8: Lecture - 8 Knowledge Based Systems: Logic and Deduction

Lecture 9: Lecture - 9 First Order Logic

Lecture 10: Lecture - 10 Inference in First Order Logic

Lecture 11: Lecture - 11 Resolution - Refutation Proofs

Lecture 12: Lecture - 12 Resolution Refutation Proofs

Lecture 13: Lecture - 13 Logic Programming : Prolog

Lecture 14: Lecture - 14 Prolog Programming

Lecture 15: Lecture - 15 Prolog: Exercising Control

Lecture 16: Lecture - 16 Additional Topics

Lecture 17: Lecture - 17 Introduction to Planning

Lecture 18: Lecture - 18 Partial Order Planning

Lecture 19: Lecture - 19 GraphPLAN and SATPlan

Lecture 20: Lecture - 20 SATPlan

Lecture 21: Lecture - 21 Reasoning Under Uncertainity

Lecture 22: Lecture - 22 Bayesian Networks

Lecture 23: Lecture - 23 Reasoning with Bayes Networks

Lecture 24: Lecture - 24 Reasoning with Bayes networks (Contd.)

Lecture 25: Lecture - 25 Reasoning Under Uncertainity: Issues

Lecture 26: Lecture - 26 Learning : Decision Trees

Lecture 27: Lecture - 27 Learning : Neural Networks

Lecture 28: Lecture - 28 Back Propagation Learning