Python

It rules! Learn just what you need for data science and machine learning.

python for machine learning

Python Crash Course for Machine Learning

You want to get started with machine learning but you don't know python? You're at the right place! (1h course)

numpy for machine learning

Numpy Crash Course for Machine Learning

Learn the minimum numpy needed to get started with machine learning (1h course)

matplotlib for machine learning

Matplotlib for Machine Learning

Learn the basics of matplotlib in 1h. You'll make your first plots with a toy machine learning example.

tiny spider

Fighting Bugs in Python

Everybody writes bugs. Let's see how to make sure they don't live long with debugging and unit tests. Introduction to pdb and unittest and a few advices for easy and reliable development.