Linear Algebra.
and Optimization for Machine Learning: A Textbook, by Charu C. Aggarwal Although not freely-available, it couldn’t be left out of the list. As the title suggests, it has a Machine Learning focus and covers (almost) all the Optimization and Linear Algebra knowledge you will need for a role in Data