



Dr. Kate Metcalf has been appointed as an assistant professor at UC Berkeley’s School of Information. She began her role on July 1, 2026.
This book is about the mathematical foundations of data science. 1. Introduction 2. Curses, Blessings, and Surprises in High Dimensions 3. Singular Value Decomposition and Principal Component Analysis 4. Linear Regression and Regularization 5. G



mbi-deepdives.com2mo ago

Information theory, though originally developed for communications engineering, provides mathematical tools with broad applications across science. These tools characterize the fundamental limits of data compression and transmission in the presence of noi
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scottaaronson.blog2mo ago
