Companion webpage to the book "Mathematics for Machine Learning"

by Cambridge University Press

“We are in the process of writing a book on Mathematics for Machine Learning that motivates people to learn mathematical concepts. 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. We split the book into two parts:

Mathematical foundations
Example machine learning algorithms
...