Foundations of Data Science

Foundations of Data Science

by Avrim Blum
4/5
(13 votes)

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 dimension.

First published
2020
Publishers
Cambridge University Press
Language
English

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