Supervised Learning in a nutshell

I recently created a little notebook that describes popular supervised learning algorithms. It can be used as a little cheat sheet when it comes to remembering what these algorithms do. I embedded the notebook here. If you want to fullscreen version then head over to GitHub and open the Gist.