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Books
Understanding Deep Learning
by Simon J.D. Prince
Deep Learning: Foundations and Concepts
by Christopher M. Bishop with Hugh Bishop
Data Science and Machine Learning
by Z.I. Botev, D.P. Kroese, T. Taimre
Dive into Deep Learning
by Aston Zhang, Zachary C. Lipton, Mu Li, and Alexander J. Smola
Machine Learning Systems
by Vijay Janapa Reddi
Calculus
by Gilbert Strang
3D Interactive Plots for Multivariate Calculus
by Na Yu