This repository contains the entire book in PDF format. Chapters are available seperately and also as a whole book.
If you like the book, it can be purchased on the official website of the book.
@book{burkov_2019,
title={The hundred-page machine learning book},
publisher={Andriy Burkov},
author={Burkov, Andriy},
year={2019}
}