The Machine Learning Cheatsheet - My blog - Rémi Canard

Lately, I spent some time on various data science projects: predictive analysis, natural language processing, graph analysis, etc. Of course, those models barely represent 10 lines of code in my notebooks, thanks to the wonderful open-source libraries accessible today. But I wanted to go back to the basics and offer a clear picture of how machine learning works, under the hood. The idea with this project is to create a simple, concise, potentially exhaustive document about the most common machine learning algorithms. A cheatsheet one could come back to for a quick read, in case of doubt or just to keep things clear.