Mathematics for Deep Learning

by Brent Werness (Amazon), Rachel Hu (Amazon), and volunteering authors

Provides the essential mathematical foundations—from linear algebra and calculus to probability and information theory—that will enable you to move beyond merely using deep learning tools to truly understanding how and why they work.