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

David Clode

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.

lost with git

Git : Overcome your Fears

Finally understand how git works, stop using it blindly, and learn the most important commands to become productive right away.


Git remote : How to Collaborate

Create your first pull request, and learn how to collaborate efficiently on software projects with git remote and github.

My cat Capuchon

Deploy a Deep Learning Model with Flask RESTful

Learn how to deploy your deep learning model as a REST API for your customers.

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.