Learn the basics of matplotlib in 1h. You'll make your first plots with a toy machine learning example.
Learn the minimum numpy needed to get started with machine learning (1h course)
You want to get started with machine learning but you don't know python? You're at the right place! (1h course)
Learn how to integrate jupyter notebooks in a web page, and how to highlight code and show nice equations.
Learn how to create an interactive display for geographical data with python. As an example, we'll look at real-estate prices near Geneva.
Visualization is absolutely essential in data analysis, as it allows you to directly feed your data into a powerful neural network for unsupervised learning: your brain. Learn how to use bokeh to dig deeper in your data!
If you're working with data, you need a database! Set up your first MongoDB server, store data with python, and analyze it with pandas in a jupyter notebook.
Got a nice machine for data science at work? Wanna work from home? Access your jupyter notebooks remotely with ssh port forwarding.