Deep Learning Core
13 个课时
01 The Perceptron
CODE QUIZ 1 OUTPUTS
✓ → 02 Multi-Layer Networks and Forward Pass CODE QUIZ 1 OUTPUTS
✓ → 03 Backpropagation from Scratch CODE QUIZ 1 OUTPUTS
✓ → 04 Activation Functions CODE QUIZ 1 OUTPUTS
✓ → 05 Loss Functions CODE QUIZ 2 OUTPUTS
✓ → 06 Optimizers CODE QUIZ 1 OUTPUTS
✓ → 07 Regularization CODE QUIZ 1 OUTPUTS
✓ → 08 Weight Initialization and Training Stability CODE QUIZ 1 OUTPUTS
✓ → 09 Learning Rate Schedules and Warmup CODE QUIZ 1 OUTPUTS
✓ → 10 Build Your Own Mini Framework CODE QUIZ 1 OUTPUTS
✓ → 11 Introduction to PyTorch CODE QUIZ 2 OUTPUTS
✓ → 12 Introduction to JAX CODE QUIZ 2 OUTPUTS
✓ → 13 Debugging Neural Networks CODE QUIZ 2 OUTPUTS
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