High-Dimensional Probability: An Introduction with Applications in Data Science - Book by Roman Vershynin

Name: High-Dimensional Probability: An Introduction with Applications in Data Science
Author: Roman Vershynin

This work introduces probability concepts tailored for high-dimensional settings, focusing on applications in data science. Vershynin bridges theory and practice, covering topics like random matrices, concentration inequalities, and their relevance to machine learning and statistics.

Mathematics
Textbooks

Original Language: English

Amazon

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