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Course10610507928 lectures

Artificial Intelligence(Prof.P.Dasgupta)

Prof. P. Dasgupta · IIT Kharagpur

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Lectures

Artificial Intelligence(Prof.P.Dasgupta)

  1. Introduction to Artificial Intelligence Video
  2. Problem Solving by Search Video
  3. Searching with Costs Video
  4. Informed State Space Search Video
  5. Heuristic Search: A* and Beyond Video
  6. Problem Reduction Search: AND/OR Graphs Video
  7. Searching Game Trees Video
  8. Knowledge Based Systems: Logic and Deduction Video
  9. First Order Logic Video
  10. Inference in First Order Logic Video
  11. Resolution - Refutation Proofs Video
  12. Resolution Refutation Proofs Video
  13. Logic Programming : Prolog Video
  14. Prolog Programming Video
  15. Prolog: Exercising Control Video
  16. Additional Topics Video
  17. Introduction to Planning Video
  18. Partial Order Planning Video
  19. GraphPLAN and SATPlan Video
  20. SATPlan Video
  21. Reasoning under uncertainty Video
  22. Bayesian Networks Video
  23. Reasoning with Bayes Networks Video
  24. Reasoning with Bayes networks (Contd.) Video
  25. Reasoning under uncertainty: Issues Video
  26. Learning : Decision Trees Video
  27. Learning : Neural Networks Video
  28. Back Propagation Learning Video

Syllabus and materials

At NPTEL, as the course publishes them.

Credits and licence

Institution
IIT Kharagpur
Department
Computer Science and Engineering
Teacher
Prof. P. Dasgupta
Level
Undergraduate
Language
English
Subjects
Computer science, Engineering
Source
NPTEL
Licence
CC BY-NC-SA, as NPTEL states it. Non-commercial use only. NPTEL's terms
Attribution
NPTEL states: "Distributed under Creative Commons Attribution-ShareAlike / CC BY - NC - SA", beside a BY-NC-SA badge.
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