Mathematics for Machine Learning 豆 9.2分

资源最后更新于 2020-08-23 16:19:00

作者：Marc Peter Deisenroth

出版社：Cambridge University Press

出版日期：2020-01

ISBN：9781108455145

文件格式： pdf

标签： 数学 机器学习 Machine_Learning 人工智能 计算机 2020 英文原版 英国

简介· · · · · ·

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...