Mathematics for Machine Learning
by Marc Peter Deisenroth, A. Aldo Faisal, Cheng Soon Ong
A textbook introducing linear algebra, calculus, probability and other mathematical foundations for machine learning.
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Highly recommended for anyone wanting a one-stop shop to acquire a deep understanding of machine learning foundations.
Author-hosted endorsement, undated, April2020 book; do not imply endorsement of every updated PDF.
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Official authors companion site Testimonies attributes explicit reader recommendation to Pieter Abbeel.
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