Essential Math for AI: Next-Level Mathematics for Efficient and Successful AI Systems by Hala Nelson provides a broad and comprehensive overview. The author provides a "big picture" view (important for AI/ML study since it is easy to get lost in specific details) and relates concepts to each other at a high level thus enhancing knowledge comprehension and assimilation.