- 01. Autoencoders
- 02. A Linear Autoencoder
- 03. Pre-Notebook: Linear Autoencoder
- 04. Notebook: Linear Autoencoder
- 05. Defining & Training an Autoencoder
- 06. A Simple Solution
- 07. Learnable Upsampling
- 08. Transpose Convolutions
- 09. Convolutional Autoencoder
- 10. Pre-Notebook: Convolutional Autoencoder
- 11. Notebook: Convolutional Autoencoder
- 12. Convolutional Solution
- 13. Upsampling & Denoising
- 14. De-noising
- 15. Pre-Notebook: De-noising Autoencoder
- 16. Notebook: De-noising Autoencoder