Deep Learning Core

Neural networks from first principles. No frameworks until you build one yourself.

Цена: 11 824 ₽

Длительность: 12 ч

Автор: John Jackson

Программа курса

  1. The Perceptron
  2. Multi-Layer Networks and Forward Pass
  3. Backpropagation from Scratch
  4. Activation Functions
  5. Loss Functions
  6. Optimizers
  7. Regularization
  8. Weight Initialization and Training Stability
  9. Learning Rate Schedules and Warmup
  10. Build Your Own Mini Framework
  11. Introduction to PyTorch
  12. Introduction to JAX
  13. Debugging Neural Networks
  14. Итоговое задание