Homework Assignments

Homework assignments will appear here once published.

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

Using the course HPC servers

44 minute read

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

34 minute read

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

1 minute read

Basic notions in machine-learning and opitimization

3 minute read

MLPs and CNNs

less than 1 minute read

Backpropagarion, optimization, RNNs

4 minute read

Deep reinforcement learning with policy gradients, VAEs, GANs, course summary.