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Computer Sc - Artificial Intelligence - Prof. P. Dasgupta

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Lecture Series on Artificial Intelligence by Prof.P.Dasgupta, Department of Computer Science and Engineering, IIT Kharagpur.

Self-Study Content
  1. Lecture - 1 Introduction

    Lecture Series on Artificial Intelligence by Prof. P. Dasgupta, Department of Computer Science & Eng

  2. Lecture - 2 Problem Solving by Search

    Lecture Series on Artificial Intelligence by Prof. P. Dasgupta, Department of Computer Science & Eng

  3. Lecture - 3 Searching with Costs

    Lecture Series on Artificial Intelligence by Prof. P. Dasgupta, Department of Computer Science & Eng

  4. Lecture - 4 Informed State Space Search

    Lecture Series on Artificial Intelligence by Prof. P. Dasgupta, Department of Computer Science & Eng

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

    Lecture Series on Artificial Intelligence by Prof. P. Dasgupta, Department of Computer Science & Eng

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

    Lecture Series on Artificial Intelligence by Prof. P. Dasgupta, Department of Computer Science & Eng

  7. Lecture - 7 Searching Game Trees

    Lecture Series on Artificial Intelligence by Prof. P. Dasgupta, Department of Computer Science & Eng

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

    Lecture Series on Artificial Intelligence by Prof. P. Dasgupta, Department of Computer Science & Eng

  9. Lecture - 9 First Order Logic

    Lecture Series on Artificial Intelligence by Prof. P. Dasgupta, Department of Computer Science & Eng

  10. Lecture - 10 Inference in First Order Logic

    Lecture Series on Artificial Intelligence by Prof. P. Dasgupta, Department of Computer Science & Eng

  11. Lecture - 11 Resolution - Refutation Proofs

    Lecture Series on Artificial Intelligence by Prof. P. Dasgupta, Department of Computer Science & Eng

  12. Lecture - 12 Resolution Refutation Proofs

    Lecture Series on Artificial Intelligence by Prof. P. Dasgupta, Department of Computer Science & Eng

  13. Lecture - 13 Logic Programming : Prolog

    Lecture Series on Artificial Intelligence by Prof. P. Dasgupta, Department of Computer Science & Eng

  14. Lecture - 14 Prolog Programming

    Lecture Series on Artificial Intelligence by Prof. P. Dasgupta, Department of Computer Science & Eng

  15. Lecture - 15 Prolog: Exercising Control

    Lecture Series on Artificial Intelligence by Prof. P. Dasgupta, Department of Computer Science & Eng

  16. Lecture - 16 Additional Topics

    Lecture Series on Artificial Intelligence by Prof. P. Dasgupta, Department of Computer Science & Eng

  17. Lecture - 17 Introduction to Planning

    Lecture Series on Artificial Intelligence by Prof. P. Dasgupta, Department of Computer Science & Eng

  18. Lecture - 18 Partial Order Planning

    Lecture Series on Artificial Intelligence by Prof. P. Dasgupta, Department of Computer Science & Eng

  19. Lecture - 19 GraphPLAN and SATPlan

    Lecture Series on Artificial Intelligence by Prof. P. Dasgupta, Department of Computer Science & Eng

  20. Lecture - 20 SATPlan

    Lecture Series on Artificial Intelligence by Prof. P. Dasgupta, Department of Computer Science & Eng

  21. Lecture - 21 Reasoning Under Uncertainity

    Lecture Series on Artificial Intelligence by Prof. P. Dasgupta, Department of Computer Science & Eng

  22. Lecture - 22 Bayesian Networks

    Lecture Series on Artificial Intelligence by Prof. P. Dasgupta, Department of Computer Science & Eng

  23. Lecture - 23 Reasoning with Bayes Networks

    Lecture Series on Artificial Intelligence by Prof. P. Dasgupta, Department of Computer Science & Eng

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

    Lecture Series on Artificial Intelligence by Prof. P. Dasgupta, Department of Computer Science & Eng

  25. Lecture - 25 Reasoning Under Uncertainity: Issues

    Lecture Series on Artificial Intelligence by Prof. P. Dasgupta, Department of Computer Science & Eng

  26. Lecture - 26 Learning : Decision Trees

    Lecture Series on Artificial Intelligence by Prof. P. Dasgupta, Department of Computer Science & Eng

  27. Lecture - 27 Learning : Neural Networks

    Lecture Series on Artificial Intelligence by Prof. P. Dasgupta, Department of Computer Science & Eng

  28. Lecture - 28 Back Propagation Learning

    Lecture Series on Artificial Intelligence by Prof. P. Dasgupta, Department of Computer Science & Eng

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