Mathematics for Machine Learning (120 books)

References from:

Deisenroth, Marc Peter, A. Aldo Faisal and Cheng Soon Ong. Mathematics for Machine Learning. Cambridge University Press, 2020.

The book is made freely available by the authors at:

https://mml-book.com

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101	Advanced Structured Prediction (Neural Information Processing series) by Sebastian Nowozin (Editor) 4.50 avg rating — 2 ratings score: 67, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
102	Bootstrap Methods and their Application (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 1) by A.C. Davison 4.25 avg rating — 8 ratings score: 66, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
103	Non-Uniform Random Variate Generation by Luc Devroye 4.50 avg rating — 2 ratings score: 65, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
104	Optimal Quadratic Programming Algorithms: With Applications to Variational Inequalities (Springer Optimization and Its Applications, 23) by Zdenĕk Dostál really liked it 4.00 avg rating — 2 ratings score: 64, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
104	Elements of Causal Inference: Foundations and Learning Algorithms (Adaptive Computation and Machine Learning series) by Jonas Peters 3.63 avg rating — 49 ratings score: 64, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
106	A User's Guide to Measure Theoretic Probability by David Pollard 3.73 avg rating — 15 ratings score: 63, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
107	Real Analysis and Probability (Cambridge Studies in Advanced Mathematics, Series Number 74) by R.M. Dudley 3.76 avg rating — 17 ratings score: 62, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
107	Optimization and Its Applications in Control and Data Sciences: In Honor of Boris T. Polyak’s 80th Birthday (Springer Optimization and Its Applications, 115) by Boris Goldengorin (Editor) really liked it 4.00 avg rating — 1 rating score: 62, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
109	Multivariate Statistics: A Vector Space Approach (Wiley Series in Probability and Statistics) by Morris L. Eaton 4.50 avg rating — 2 ratings score: 61, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
110	KERNELS FOR STRUCTURED DATA by Thomas Gärtner really liked it 4.00 avg rating — 2 ratings score: 59, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
111	Random Number Generation and Monte Carlo Methods by James E. Gentle 3.57 avg rating — 7 ratings score: 57, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
111	A First Course in Machine Learning by Simon Rogers 3.92 avg rating — 26 ratings score: 57, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
113	Markov Chain Monte Carlo in Practice by W.R. Gilks (Editor) 3.70 avg rating — 23 ratings score: 56, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
114	Traces and Determinants of Linear Operators (Operator Theory: Advances and Applications, 116) by Israel Gohberg really liked it 4.00 avg rating — 1 rating score: 55, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
114	Linear Algebra and Matrix Analysis for Statistics by Sudipto Banerjee 3.33 avg rating — 3 ratings score: 55, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
116	The Linear Algebra a Beginning Graduate Student Ought to Know by Jonathan S. Golan really liked it 4.00 avg rating — 6 ratings score: 54, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
116	Simulation and the Monte Carlo Method (Wiley Series in Probability and Statistics) by Anton Rubinstein 3.17 avg rating — 6 ratings score: 54, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
118	Teoria Generale Delle Equazioni, Vol. 1: In Cui Si Dimostra Impossibile la Soluzione Algebraica Delle Equazioni Generali di Grado Superiore al Quarto (Classic Reprint) by Paolo Ruffini really liked it 4.00 avg rating — 2 ratings score: 53, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
119	Theory of Reproducing Kernels and Applications (Developments in Mathematics Book 44) by Saburou Saitoh really liked it 4.00 avg rating — 3 ratings score: 52, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
120	Evaluating Derivatives: Principles and Techniques of Algorithmic Differentiation by Andreas Griewank 4.50 avg rating — 2 ratings score: 51, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars