# Artificial Intelligence(Prof.P.Dasgupta)

- Institution: IIT Kharagpur
- Department: Computer Science and Engineering
- Teacher: Prof. P. Dasgupta
- Level: Undergraduate
- Language: English
- Subjects: Computer science, Engineering
- Source: [NPTEL](https://nptel.ac.in/courses/106105079)
- Licence: [CC BY-NC-SA](https://nptel.ac.in/faq) (Non-commercial use only.)
- Syllabus: [at the source](https://nptel.ac.in/courses/106105079)
- 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/106105079/8e8e8e039d15) (Video)
2. [Problem Solving by Search](https://invisiblenetwork.ai/learn/nptel/106105079/40f291d79634) (Video)
3. [Searching with Costs](https://invisiblenetwork.ai/learn/nptel/106105079/d88e96528705) (Video)
4. [Informed State Space Search](https://invisiblenetwork.ai/learn/nptel/106105079/5e54b1cc7f52) (Video)
5. [Heuristic Search: A* and Beyond](https://invisiblenetwork.ai/learn/nptel/106105079/09090d734c70) (Video)
6. [Problem Reduction Search: AND/OR Graphs](https://invisiblenetwork.ai/learn/nptel/106105079/aff400c47d7e) (Video)
7. [Searching Game Trees](https://invisiblenetwork.ai/learn/nptel/106105079/09e7d5178926) (Video)
8. [Knowledge Based Systems: Logic and Deduction](https://invisiblenetwork.ai/learn/nptel/106105079/103674696b99) (Video)
9. [First Order Logic](https://invisiblenetwork.ai/learn/nptel/106105079/9b376de0a4ba) (Video)
10. [Inference in First Order Logic](https://invisiblenetwork.ai/learn/nptel/106105079/0719ea5cdf6d) (Video)
11. [Resolution - Refutation Proofs](https://invisiblenetwork.ai/learn/nptel/106105079/2e3746494b91) (Video)
12. [Resolution Refutation Proofs](https://invisiblenetwork.ai/learn/nptel/106105079/a00682c645e6) (Video)
13. [Logic Programming : Prolog](https://invisiblenetwork.ai/learn/nptel/106105079/3a444d611c0d) (Video)
14. [Prolog Programming](https://invisiblenetwork.ai/learn/nptel/106105079/663eb8eb12e4) (Video)
15. [Prolog: Exercising Control](https://invisiblenetwork.ai/learn/nptel/106105079/5914f71db6bf) (Video)
16. [Additional Topics](https://invisiblenetwork.ai/learn/nptel/106105079/c9de7e563afe) (Video)
17. [Introduction to Planning](https://invisiblenetwork.ai/learn/nptel/106105079/e5d1efe4fdf7) (Video)
18. [Partial Order Planning](https://invisiblenetwork.ai/learn/nptel/106105079/8ebf133a4550) (Video)
19. [GraphPLAN and SATPlan](https://invisiblenetwork.ai/learn/nptel/106105079/85896aab9dd4) (Video)
20. [SATPlan](https://invisiblenetwork.ai/learn/nptel/106105079/4ced97f1ceec) (Video)
21. [Reasoning under uncertainty](https://invisiblenetwork.ai/learn/nptel/106105079/5d7ff40e8f70) (Video)
22. [Bayesian Networks](https://invisiblenetwork.ai/learn/nptel/106105079/b998906cdc94) (Video)
23. [Reasoning with Bayes Networks](https://invisiblenetwork.ai/learn/nptel/106105079/a64ddfd35f51) (Video)
24. [Reasoning with Bayes networks (Contd.)](https://invisiblenetwork.ai/learn/nptel/106105079/13c1d8ec5799) (Video)
25. [Reasoning under uncertainty: Issues](https://invisiblenetwork.ai/learn/nptel/106105079/867dbdf553ff) (Video)
26. [Learning : Decision Trees](https://invisiblenetwork.ai/learn/nptel/106105079/727ff7ad866b) (Video)
27. [Learning : Neural Networks](https://invisiblenetwork.ai/learn/nptel/106105079/fa01b0e14977) (Video)
28. [Back Propagation Learning](https://invisiblenetwork.ai/learn/nptel/106105079/81b7218b0359) (Video)