Homework Assignments

Homework assignments will appear here once published.

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

Getting started with the course assignments

28 minute read

This document will help you get started with the course homework assignments. Please read it carefully as it contains crucial information.

48 minute read

How to connect to and run jobs on the course servers.

15 minute read

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

1 minute read

Basic notions in machine-learning and opitimization

2 minute read

Backpropagarion, optimization, training, and convolutional architectures

5 minute read

Sequence models, variational autoencoders, GANs

5 minute read

Deep reinforcement learning, policy gradients, actor-critic.