Practicals |
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- AWS computing setup
- Preparation: Python and Numpy
- Practical 1: From Linear to Non-linear Models
- Practical 2: Deep Feedforward Models & Best Practices
- Practical 3: Convolutional Neural Networks
- Practical 4: Gated Recurrent Models
- Practical 5: Generative Models and Variational Autoencoders
- Practical 6: Policy gradients with the REINFORCE algorithm