Prequisites

There are certain requirements which form the basis for a successful course participation. If you do not have the mandatory requirements listed below, cosidering enrolling into a more basic course of our offerings. Alternatively bring yourself up to speed. Under additional ressources on the left sidebar you find the necessary ressources. Since the course has a really high pace it will be absolutely necessary to straighten these basic requirements before the course!

Mandatory

Python

Here is a refresher notebook:

Google Colaboratory

Math

Linear Algebra, Probability Theory (at least the basics)

Machine Learning

Basics:

• What is a neural network

• What is a forward/backprogragation

• What is a loss

• What is an activation function

Totally optional

You can set up your PC for local development. A guiding notebook is here:

Google Colaboratory

Here different IDEs are presented and compared:

Google Colaboratory