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 Crash Course for Machine Learning
Learn the minimum numpy needed to get started with machine learning (1h course)
Matplotlib for Machine Learning
Learn the basics of matplotlib in 1h. You'll make your first plots with a toy machine learning example.
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.
Deploy a Deep Learning Model with Flask RESTful
Learn how to deploy your deep learning model as a REST API for your customers.
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.