导演:Marc Peter Deisenroth
https://mml-book.github.io/ ::This self-contained textbook introduces all the relevant mathematical concepts needed to understand and use machine learning methods, with a minimum of prerequisites. Topics include linear algebra, analytic geometry, matrix decompositions, vector calculus, optimization, probability and statistics:: The fundamental mathematical tools needed to under...(展开全部)