| Date | Instructor | Title |
|---|---|---|
| November 19/5-8 | Hikmat Farhat | Introduction and Logistic Regression |
| Shallow Network | ||
| Deep Network and Backpropagation | ||
| Practice | ||
| November 21/5-8 | Hikmat Farhat | Automatic differentiation with Tensorlfow |
| Movie reviews using Keras | ||
| MNIST digits using Keras | ||
| Practice | ||
| November 24/5-8 | Hikmat Farhat | Convolution Networks in Keras |
| Detecting emotions(including your own) using Keras | ||
| Multiple inputs/outputs in Keras | ||
| Practice | ||
| November 26/5-8 | Hikmat Farhat | Autoencoders (denoising), Variational Encoders(data generation), Generative Adversarial Networks |