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Course10610507740 lectures

Artificial Intelligence

Prof. Anupam Basu and Prof. S. Sarkar · IIT Kharagpur

Start with lecture 1 At NPTEL

Lectures

Artificial Intelligence

  1. Introduction to Artificial Intelligence Video
  2. Intelligent Agents Video
  3. State Space Search Video
  4. Uninformed Search Video
  5. Informed Search Video
  6. Informed Search - 2 Video
  7. Two Players Games - I Video
  8. Two Players Games - II Video
  9. Constraint Satisfaction Problems - 1 Video
  10. Constraint Satisfaction Problems 2 Video
  11. Knowledge Representation and Logic Video
  12. Interface in Propositional Logic Video
  13. First Order Logic Video
  14. Reasoning Using First Order Logic Video
  15. Resolution in FOPL Video
  16. Rule Based System Video
  17. Rule Based Systems II Video
  18. Semantic Net Video
  19. Reasoning in Semantic Net Video
  20. Frames Video
  21. Planning - 1 Video
  22. Planning - 2 Video
  23. Planning - 3 Video
  24. Planning - 4 Video
  25. Rule Based Expert System Video
  26. Reasoning with Uncertainty - I Video
  27. Reasoning with Uncertainty - II Video
  28. Reasoning with Uncertainty III Video
  29. Reasoning with Uncertainty - IV Video
  30. Fuzzy Reasoning - I Video
  31. Fuzzy Reasoning - II Video
  32. Introduction to Learning - I Video
  33. Introduction to Learning - II Video
  34. Rule Induction and Decision Trees - I Video
  35. Rule Induction and Decision Trees - II Video
  36. Learning Using neural Networks - I Video
  37. Learning Using Neural Networks - II Video
  38. Probabilistic Learning Video
  39. Natural Language Processing - I Video
  40. Natural Language Processing II Video

Syllabus and materials

At NPTEL, as the course publishes them.

Credits and licence

Institution
IIT Kharagpur
Department
Computer Science and Engineering
Taught by
Prof. Anupam Basu, Prof. S. Sarkar
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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