# Artificial Intelligence

- 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](https://nptel.ac.in/courses/106105077)
- Licence: [CC BY-NC-SA](https://nptel.ac.in/faq) (Non-commercial use only.)
- Syllabus: [at the source](https://nptel.ac.in/courses/106105077)
- Who can watch: Tweens profiles and older (sources give no ratings; placed by Invisible Network from the source's own words)

## Lectures

1. [Introduction to Artificial Intelligence](https://invisiblenetwork.ai/learn/nptel/106105077/3241ff60eedf) (Video)
2. [Intelligent Agents](https://invisiblenetwork.ai/learn/nptel/106105077/b4cb3bdbe10c) (Video)
3. [State Space Search](https://invisiblenetwork.ai/learn/nptel/106105077/a8a25d828231) (Video)
4. [Uninformed Search](https://invisiblenetwork.ai/learn/nptel/106105077/e5c347bfde22) (Video)
5. [Informed Search](https://invisiblenetwork.ai/learn/nptel/106105077/733c9741dd73) (Video)
6. [Informed Search - 2](https://invisiblenetwork.ai/learn/nptel/106105077/05da94388f0b) (Video)
7. [Two Players Games - I](https://invisiblenetwork.ai/learn/nptel/106105077/03023dbd3d06) (Video)
8. [Two Players Games - II](https://invisiblenetwork.ai/learn/nptel/106105077/5fe09d435328) (Video)
9. [Constraint Satisfaction Problems - 1](https://invisiblenetwork.ai/learn/nptel/106105077/0fb0eb979cec) (Video)
10. [Constraint Satisfaction Problems 2](https://invisiblenetwork.ai/learn/nptel/106105077/5ad2122b7237) (Video)
11. [Knowledge Representation and Logic](https://invisiblenetwork.ai/learn/nptel/106105077/36e959f2f054) (Video)
12. [Interface in Propositional Logic](https://invisiblenetwork.ai/learn/nptel/106105077/354c1bb1159d) (Video)
13. [First Order Logic](https://invisiblenetwork.ai/learn/nptel/106105077/1058149aa858) (Video)
14. [Reasoning Using First Order Logic](https://invisiblenetwork.ai/learn/nptel/106105077/6db2e87aa20f) (Video)
15. [Resolution in FOPL](https://invisiblenetwork.ai/learn/nptel/106105077/be061e498642) (Video)
16. [Rule Based System](https://invisiblenetwork.ai/learn/nptel/106105077/fc51aa002d18) (Video)
17. [Rule Based Systems II](https://invisiblenetwork.ai/learn/nptel/106105077/1cc0bfb20e82) (Video)
18. [Semantic Net](https://invisiblenetwork.ai/learn/nptel/106105077/78fb654a1547) (Video)
19. [Reasoning in Semantic Net](https://invisiblenetwork.ai/learn/nptel/106105077/0a7170589f67) (Video)
20. [Frames](https://invisiblenetwork.ai/learn/nptel/106105077/f5c83b2ea2c3) (Video)
21. [Planning - 1](https://invisiblenetwork.ai/learn/nptel/106105077/ade932a79f25) (Video)
22. [Planning - 2](https://invisiblenetwork.ai/learn/nptel/106105077/ea013843cf06) (Video)
23. [Planning - 3](https://invisiblenetwork.ai/learn/nptel/106105077/76e65eec8659) (Video)
24. [Planning - 4](https://invisiblenetwork.ai/learn/nptel/106105077/a667898617e6) (Video)
25. [Rule Based Expert System](https://invisiblenetwork.ai/learn/nptel/106105077/f055dfd6bd23) (Video)
26. [Reasoning with Uncertainty - I](https://invisiblenetwork.ai/learn/nptel/106105077/e90e7f6bd0b7) (Video)
27. [Reasoning with Uncertainty - II](https://invisiblenetwork.ai/learn/nptel/106105077/a0d434096362) (Video)
28. [Reasoning with Uncertainty III](https://invisiblenetwork.ai/learn/nptel/106105077/76646e863b04) (Video)
29. [Reasoning with Uncertainty - IV](https://invisiblenetwork.ai/learn/nptel/106105077/ed1be36542f8) (Video)
30. [Fuzzy Reasoning - I](https://invisiblenetwork.ai/learn/nptel/106105077/ccd0ab4868ad) (Video)
31. [Fuzzy Reasoning - II](https://invisiblenetwork.ai/learn/nptel/106105077/bfcabcdeb043) (Video)
32. [Introduction to Learning - I](https://invisiblenetwork.ai/learn/nptel/106105077/ae888752a3bd) (Video)
33. [Introduction to Learning - II](https://invisiblenetwork.ai/learn/nptel/106105077/a3738f7abf10) (Video)
34. [Rule Induction and Decision Trees - I](https://invisiblenetwork.ai/learn/nptel/106105077/0da70459571d) (Video)
35. [Rule Induction and Decision Trees - II](https://invisiblenetwork.ai/learn/nptel/106105077/3a74830c152e) (Video)
36. [Learning Using neural Networks - I](https://invisiblenetwork.ai/learn/nptel/106105077/c32fab2eb39f) (Video)
37. [Learning Using Neural Networks - II](https://invisiblenetwork.ai/learn/nptel/106105077/06a376e14bd1) (Video)
38. [Probabilistic Learning](https://invisiblenetwork.ai/learn/nptel/106105077/88b7647a53d3) (Video)
39. [Natural Language Processing - I](https://invisiblenetwork.ai/learn/nptel/106105077/f29845316748) (Video)
40. [Natural Language Processing II](https://invisiblenetwork.ai/learn/nptel/106105077/dff9f2e41a58) (Video)