Homework Assignments

Homework assignments will appear here once published.

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

Final Project

17 minute read

As part of this course, students must complete a small research project instead of a final exam.

Homework 3

3 minute read

Sequence models, variational autoencoders, GANs

Homework 4

5 minute read

Deep reinforcement learning, policy gradients, actor-critic.

Homework 1

1 minute read

Basic notions in machine-learning and opitimization

Homework 2

1 minute read

Backpropagarion, optimization, training, and convolutional architectures