Homework Assignments

Homework assignments will appear here once published.

Before starting the first assignment, please carefully read the getting started page.

Homework 1

1 minute read

Basic notions in machine-learning and opitimization

Homework 2

2 minute read

Backpropagarion, optimization, training, and convolutional architectures

Homework 3

1 minute read

Sequence models, variational autoencoders, GANs

Homework 4

5 minute read

Deep reinforcement learning, policy gradients, actor-critic, course summary and mini-project.