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Computer Science & IT

Artificial-Intelligence

Artificial-Intelligence

01 Introduction to Artificial Intelligence

02 Problem Solving by Search

03 Searching with Costs

04 Informed State Space Search

05 Heuristic Search Aand Beyond

06 Problem Reduction SearchAND- OR Graphs

07 Searching Game Trees

08 Knowledge Based Systems Logic and Deduction

09 First Order Logic

10 Inference in First Order Logic

11 Resolution - Refutation Proofs

12 Resolution Refutation Proofs

13 Logic Programming Prolog

14 Prolog Programming

15 Prolog Exercising Control

16 Additional Topics

17 Introduction to Planning

18 Partial Order Planning

19 GraphPLAN and SATPlan

21 Reasoning under uncertainty

22 Bayesian Networks

23 Reasoning with Bayes Networks

24 Reasoning with Bayes networks (Contd.)

25 Reasoning under uncertainty Issues

26 Learning Decision Trees

27 Learning Neural Networks

28 Back Propagation Learning

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