剧情简介：This book provides an introduction to the mathematical and algorithmic foundations of data science, including machine learning, high-dimensional geometry, and analysis of large networks. Topics include the counterintuitive nature of data in high dimensions, important linear algebraic techniques such as singular value decomposition, the theory of random walks and Markov chains, ...(展开全部)
作者：Avrim Blum
出版社：Cambridge University Press
ISBN：9781108485067
