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