Artificial Intelligence Video Lectures

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