- 01. Let's Go Deeper
- 02. Intro to Deep Neural Networks
- 03. Number of Parameters
- 04. Linear Models are Limited
- 05. Rectified Linear Units
- 06. Network of ReLUs
- 07. 2-Layer Neural Network
- 08. Quiz: TensorFlow ReLu
- 09. No Neurons
- 10. The Chain Rule
- 11. Backprop
- 12. Deep Neural Network in TensorFlow
- 13. Training a Deep Learning Network
- 14. Save and Restore TensorFlow Models
- 15. Finetuning
- 16. Regularization Intro
- 17. Regularization
- 18. Regularization Quiz
- 19. Dropout
- 20. Dropout Pt. 2
- 21. Quiz: TensorFlow Dropout
- 22. Quiz 2: TensorFlow Dropout