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

IIT Madras

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Lectures

ACM Summer School on Algorithmic and Theoretical Aspects of Machine Learning

  1. Learning on Finite State Automata and Decision Session - 1 Video
  2. Learning on Finite State Automata and Decision Session - 2 Video
  3. Learning on Finite State Automata and Decision Session - 3 Video
  4. Probability Session - 1 Video
  5. Probability Session - 2 Video
  6. Probability Session - 3 Video
  7. Probability Session - 4 Video
  8. Probability Session - 5 Video
  9. Probability Session - 6 Video
  10. Probability Session - 7 Video
  11. Probability Session - 8 Video
  12. Probability Session - 9 Video
  13. Probability Session - 10 Video
  14. Algebra for Machine Learning Session - 1 Video
  15. Algebra for Machine Learning Session - 2 Video
  16. Algebra for Machine Learning Session - 3 Video
  17. Crptography and Machine Learning Video
  18. Neural Networks Session - 1 Video
  19. Neural Networks Session - 2 Video
  20. Neural Networks Session - 3 Video
  21. Neural Networks Session - 4 Video
  22. Neural Networks Session - 5 Video
  23. Enterprise Applications of ML Session -1 Video
  24. Basic of Algorithm Design Session -1 Video
  25. Basic of Algorithm Design Session -2 Video
  26. Basic of Algorithm Design Session -3 Video
  27. Basic of Algorithm Design Session -4 Video
  28. Introduction to Optimization Session - 1 Video
  29. Introduction to Optimization Session - 2 Video
  30. Introduction to Reinforcement Learning Session - 1 Video
  31. Introduction to Reinforcement Learning Session - 2 Video
  32. Introduction to Reinforcement Learning Session - 3 Video
  33. Introduction to Reinforcement Learning Session - 4 Video
  34. Introduction to Reinforcement Learning Session - 5 Video
  35. Introduction to Reinforcement Learning Session - 6 Video
  36. Introduction to Reinforcement Learning Session - 7 Video
  37. Introduction of Cryptography Session - 1 Video
  38. Introduction of Cryptography Session - 2 Video
  39. Introduction of Cryptography Session - 3 Video
  40. Compressive Sensing Session - 1 Video
  41. Compressive Sensing Session - 2 Video
  42. Compressive Sensing Session - 3 Video
  43. Compressive Sensing Session - 4 Video
  44. Compressive Sensing Session - 5 Video
  45. Compressive Sensing Session - 6 Video
  46. Compressive Sensing Session - 7 Video
  47. Compressive Sensing Session - 8 Video

Syllabus and materials

At NPTEL, as the course publishes them.

Credits and licence

Institution
IIT Madras
Department
Special Series
Level
Undergraduate
Language
English
Subjects
Computer science
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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