Mathematics, Reconnected

A dependency-driven path from arithmetic to the mathematics of computing

33 chapters, from numbers and algebra through calculus, discrete math, linear algebra, probability, statistics and numerical methods to machine learning. Every topic covers why it works, a worked example with every step shown, where it's used, and a mastery check. The companion code has a Python walkthrough, exercises with tests, interactive labs and a quiz for every chapter.