This article presents a collection of mind maps that illustrate key machine learning (ML) concepts and algorithms. Where relevant, it highlights commonly used ML libraries, packages, classes, and functions—with a particular focus on components from the Scikit-learn library.
I - The Big Picture
II- Data Pre-processing
