High-Dimensional Probability An Introduction with Applications in Data Science by Roman Vershynin
By: Roman Vershynin
Publisher: Cambridge University Press
Print ISBN: 9781108415194, 1108415199
eText ISBN: 9781108246255, 1108246257
The data sciences are moving fast, and probabilistic methods are both the foundation and a driver. This highly motivated text brings beginners up to speed quickly and provides working data scientists with powerful new tools. Ideal for a basic second course in probability with a view to data science applications, it is also suitable for self-study.
