the official solution manual for https://mml-book.com from https://www.cambridge.org/us/academic/subjects/computer-science/pattern-recognition-and-machine-learning/mathematics-machine-learning#resources the manual contains solutions for all exercises in the book; note that …
The fundamental mathematical tools needed to understand machine learning include linear algebra, analytic geometry, matrix decompositions, vector calculus, optimization, probability …