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The Most Important Algorithm in Machine Learning - Backpropagation Explained

The Most Important Algorithm in Machine Learning - Backpropagation Explained

Artem Kirsanov via YouTube Direct link

Random vs guided adjustments

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Random vs guided adjustments

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Classroom Contents

The Most Important Algorithm in Machine Learning - Backpropagation Explained

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  1. 1 Introduction
  2. 2 Historical background
  3. 3 Curve Fitting problem
  4. 4 Random vs guided adjustments
  5. 5 Derivatives
  6. 6 Gradient Descent
  7. 7 Higher dimensions
  8. 8 Chain Rule Intuition
  9. 9 Computational Graph and Autodiff
  10. 10 Summary
  11. 11 Shortform
  12. 12 Outro

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