- 01. Intro
- 02. Installing TensorFlow
- 03. Hello, Tensor World!
- 04. Quiz: TensorFlow Input
- 05. Quiz: TensorFlow Math
- 06. Quiz: TensorFlow Linear Function
- 07. Quiz: TensorFlow Softmax
- 08. Quiz: TensorFlow Cross Entropy
- 09. Quiz: Mini-batch
- 10. Epochs
- 11. Pre-Lab: NotMNIST in TensorFlow
- 12. Lab: NotMNIST in TensorFlow
- 13. Two-layer Neural Network
- 14. Quiz: TensorFlow ReLUs
- 15. Deep Neural Network in TensorFlow
- 16. Save and Restore TensorFlow Models
- 17. Finetuning
- 18. Quiz: TensorFlow Dropout
- 19. Outro