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