>The book is not intended to cover advanced machine learning techniques because there are already plenty of books doing this. Instead, we aim to provide the necessary mathematical skills to read those other books.

Coincidentally, these are also some of the skills that can be very helpful in non-machine learning environments, like your own brain ;)