# ACM Summer School on Algorithmic and Theoretical Aspects of Machine Learning,2019 - Bangalore

- Institution: IIT Madras
- Department: Special Series
- Level: Undergraduate
- Language: English
- Subjects: Computer science
- Source: [NPTEL](https://nptel.ac.in/courses/128106011)
- Licence: [CC BY-NC-SA](https://nptel.ac.in/faq) (Non-commercial use only.)
- Syllabus: [at the source](https://nptel.ac.in/courses/128106011)
- Who can watch: Tweens profiles and older (sources give no ratings; placed by Invisible Network from the source's own words)

## Lectures

1. [Learning on Finite State Automata and Decision Session - 1](https://invisiblenetwork.ai/learn/nptel/128106011/ee7dd394b145) (Video)
2. [Learning on Finite State Automata and Decision Session - 2](https://invisiblenetwork.ai/learn/nptel/128106011/2a9374f42054) (Video)
3. [Learning on Finite State Automata and Decision Session - 3](https://invisiblenetwork.ai/learn/nptel/128106011/8f58c6f6b2da) (Video)
4. [Probability Session - 1](https://invisiblenetwork.ai/learn/nptel/128106011/58c148562f6b) (Video)
5. [Probability Session - 2](https://invisiblenetwork.ai/learn/nptel/128106011/dcfad33c3971) (Video)
6. [Probability Session - 3](https://invisiblenetwork.ai/learn/nptel/128106011/a8a6823f2bfb) (Video)
7. [Probability Session - 4](https://invisiblenetwork.ai/learn/nptel/128106011/eff2b75cf393) (Video)
8. [Probability Session - 5](https://invisiblenetwork.ai/learn/nptel/128106011/275a6f00ed4c) (Video)
9. [Probability Session - 6](https://invisiblenetwork.ai/learn/nptel/128106011/f7c47c6876b3) (Video)
10. [Probability Session - 7](https://invisiblenetwork.ai/learn/nptel/128106011/7c9f79f44621) (Video)
11. [Probability Session - 8](https://invisiblenetwork.ai/learn/nptel/128106011/5b19f7827598) (Video)
12. [Probability Session - 9](https://invisiblenetwork.ai/learn/nptel/128106011/14c4d9a4a065) (Video)
13. [Probability Session - 10](https://invisiblenetwork.ai/learn/nptel/128106011/b72d9f58db2a) (Video)
14. [Algebra for Machine Learning Session - 1](https://invisiblenetwork.ai/learn/nptel/128106011/7d4f6bf1fbe1) (Video)
15. [Algebra for Machine Learning Session - 2](https://invisiblenetwork.ai/learn/nptel/128106011/f1a2af368157) (Video)
16. [Algebra for Machine Learning Session - 3](https://invisiblenetwork.ai/learn/nptel/128106011/4e89ea05277d) (Video)
17. [Crptography and Machine Learning](https://invisiblenetwork.ai/learn/nptel/128106011/39672f4c39f8) (Video)
18. [Neural Networks Session - 1](https://invisiblenetwork.ai/learn/nptel/128106011/64d6b078b86e) (Video)
19. [Neural Networks Session - 2](https://invisiblenetwork.ai/learn/nptel/128106011/a73f65c0ec67) (Video)
20. [Neural Networks Session - 3](https://invisiblenetwork.ai/learn/nptel/128106011/03aea4de1302) (Video)
21. [Neural Networks Session - 4](https://invisiblenetwork.ai/learn/nptel/128106011/ba4d18aaac41) (Video)
22. [Neural Networks Session - 5](https://invisiblenetwork.ai/learn/nptel/128106011/ae1c0686753c) (Video)
23. [Enterprise Applications of ML Session -1](https://invisiblenetwork.ai/learn/nptel/128106011/221b55161fa7) (Video)
24. [Basic of Algorithm Design Session -1](https://invisiblenetwork.ai/learn/nptel/128106011/059bcf72b3b7) (Video)
25. [Basic of Algorithm Design Session -2](https://invisiblenetwork.ai/learn/nptel/128106011/42a0c56a2385) (Video)
26. [Basic of Algorithm Design Session -3](https://invisiblenetwork.ai/learn/nptel/128106011/58f955350323) (Video)
27. [Basic of Algorithm Design Session -4](https://invisiblenetwork.ai/learn/nptel/128106011/9f2d44c281e6) (Video)
28. [Introduction to Optimization Session - 1](https://invisiblenetwork.ai/learn/nptel/128106011/557cd2231ff9) (Video)
29. [Introduction to Optimization Session - 2](https://invisiblenetwork.ai/learn/nptel/128106011/efa946acbb31) (Video)
30. [Introduction to Reinforcement Learning Session - 1](https://invisiblenetwork.ai/learn/nptel/128106011/ef68a8c26820) (Video)
31. [Introduction to Reinforcement Learning Session - 2](https://invisiblenetwork.ai/learn/nptel/128106011/d087f02ad9da) (Video)
32. [Introduction to Reinforcement Learning Session - 3](https://invisiblenetwork.ai/learn/nptel/128106011/b75bdda7eba1) (Video)
33. [Introduction to Reinforcement Learning Session - 4](https://invisiblenetwork.ai/learn/nptel/128106011/f39b29bd08ac) (Video)
34. [Introduction to Reinforcement Learning Session - 5](https://invisiblenetwork.ai/learn/nptel/128106011/0e31b1451f87) (Video)
35. [Introduction to Reinforcement Learning Session - 6](https://invisiblenetwork.ai/learn/nptel/128106011/b147d3b7b9d8) (Video)
36. [Introduction to Reinforcement Learning Session - 7](https://invisiblenetwork.ai/learn/nptel/128106011/d367c943ed94) (Video)
37. [Introduction of Cryptography Session - 1](https://invisiblenetwork.ai/learn/nptel/128106011/d2cb25b2dff2) (Video)
38. [Introduction of Cryptography Session - 2](https://invisiblenetwork.ai/learn/nptel/128106011/6ddd3d9244b2) (Video)
39. [Introduction of Cryptography Session - 3](https://invisiblenetwork.ai/learn/nptel/128106011/1b4c52a5fe9d) (Video)
40. [Compressive Sensing Session - 1](https://invisiblenetwork.ai/learn/nptel/128106011/c8426dc081a4) (Video)
41. [Compressive Sensing Session - 2](https://invisiblenetwork.ai/learn/nptel/128106011/32bb3796ebc5) (Video)
42. [Compressive Sensing Session - 3](https://invisiblenetwork.ai/learn/nptel/128106011/5d8ecb866d5e) (Video)
43. [Compressive Sensing Session - 4](https://invisiblenetwork.ai/learn/nptel/128106011/36a372504796) (Video)
44. [Compressive Sensing Session - 5](https://invisiblenetwork.ai/learn/nptel/128106011/71e225138353) (Video)
45. [Compressive Sensing Session - 6](https://invisiblenetwork.ai/learn/nptel/128106011/3645948777a0) (Video)
46. [Compressive Sensing Session - 7](https://invisiblenetwork.ai/learn/nptel/128106011/31d2ca7312c3) (Video)
47. [Compressive Sensing Session - 8](https://invisiblenetwork.ai/learn/nptel/128106011/400b65f0d50b) (Video)