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- Introduction: 0:00
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Backpropagation with Automatic Differentiation from Scratch in Python
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- 1 - Introduction: 0:00
- 2 - Automatic differentiation theory: 0:53
- 3 - Computational graph definition: 3:30
- 4 - Backpropagation with automatic differentiation: 7:04
- 5 - Autograd from scratch in Python: 10:44
- 6 - Autograd - addition: 13:52
- 7 - Autograd - multiplication: 18:34
- 8 - Autograd - ReLU: 20:44
- 9 - Autograd - backward: 22:40
- 10 - Recap: 26:13
