This is a summary of the most important topics regarding machine learning. I assume some basic knowledge about linear algebra and statistics, but don't worry, there's nothing to fear. In the future, I will write some introductory chapters about these topics. This work is based on the Polimi course "MACHINE LEARNING(097683)".
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported License. In few words, you are free to expand, modify, and distribute this work as you like, as long you don't make money with it, you cite the original author, and you share your work with the same license.
I hope this summary will help you with whatever you are doing in your life.