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NPTEL Videos
Computer Science & IT
Artificial-Intelligence
Artificial-Intelligence
01 Introduction to Artificial Intelligence
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02 Problem Solving by Search
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03 Searching with Costs
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04 Informed State Space Search
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05 Heuristic Search Aand Beyond
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06 Problem Reduction SearchAND- OR Graphs
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07 Searching Game Trees
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08 Knowledge Based Systems Logic and Deduction
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09 First Order Logic
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10 Inference in First Order Logic
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11 Resolution - Refutation Proofs
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12 Resolution Refutation Proofs
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13 Logic Programming Prolog
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14 Prolog Programming
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15 Prolog Exercising Control
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16 Additional Topics
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17 Introduction to Planning
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18 Partial Order Planning
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19 GraphPLAN and SATPlan
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20 SATPlan
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21 Reasoning under uncertainty
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22 Bayesian Networks
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23 Reasoning with Bayes Networks
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24 Reasoning with Bayes networks (Contd.)
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25 Reasoning under uncertainty Issues
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26 Learning Decision Trees
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27 Learning Neural Networks
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28 Back Propagation Learning
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