ML BuzzWords Demystified

ML BuzzWords Demystified

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Intro

1 of 39

1 of 39

Intro

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ML BuzzWords Demystified

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  1. 1 Intro
  2. 2 Passing the Turing test
  3. 3 Isaac Asimov
  4. 4 Everything under control, someone's
  5. 5 Choices made for you
  6. 6 Devices reflecting stereotypes
  7. 7 Aggression detected?
  8. 8 Debiasing by post-processing
  9. 9 Debiasing by removing features
  10. 10 Correcting bias before training
  11. 11 Model Agnostic Interpretation
  12. 12 Model Interpretability?
  13. 13 Can data scientist be replaced?
  14. 14 Framing a project
  15. 15 Building data pipelines
  16. 16 Model development
  17. 17 Automated Machine Learning : Azure ML
  18. 18 Automated ML future
  19. 19 Transfer skills and knowledge
  20. 20 Norwegian Moose Detector
  21. 21 Transfer Learning: replace prediction unit
  22. 22 Transfer Learning: freeze other layers
  23. 23 Pretrained networks
  24. 24 GAN: Generate the data?
  25. 25 GAN: Architecture
  26. 26 GAN applications : data augmentation
  27. 27 GAN : Image reconstruction
  28. 28 Image to Image transition
  29. 29 Al creates modern art
  30. 30 GAN : Adversarial attacks
  31. 31 Reward and Punishment
  32. 32 Feedback from reality
  33. 33 Deep Reinforcement Learning
  34. 34 Alpha Go Victory
  35. 35 Boston Dynamics: back to basics
  36. 36 Adaptability
  37. 37 Correlation is not Causation
  38. 38 Cause-Effect connection
  39. 39 Causal Learning

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