Mathematics for Machine Learning

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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1	Mathematics for Machine Learning by Marc Peter Deisenroth 4.33 avg rating — 230 ratings score: 900, and 9 people 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
2	The Elements of Statistical Learning: Data Mining, Inference, and Prediction by Trevor Hastie 4.43 avg rating — 1,873 ratings score: 662, and 7 people 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
3	Deep Learning by Ian Goodfellow 4.44 avg rating — 2,082 ratings score: 640, and 7 people 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
4	Information Theory, Inference, and Learning Algorithms by David J.C. MacKay 4.52 avg rating — 487 ratings score: 615, and 7 people 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
5	Pattern Recognition and Machine Learning by Christopher M. Bishop 4.32 avg rating — 1,889 ratings score: 608, and 7 people 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
6	Computer Age Statistical Inference: Algorithms, Evidence, and Data Science (Institute of Mathematical Statistics Monographs, Series Number 5) by Bradley Efron 4.41 avg rating — 128 ratings score: 519, and 6 people 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
7	Deep Learning with Python by François Chollet 4.57 avg rating — 1,372 ratings score: 517, and 6 people 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
8	Convex Optimization by Stephen Boyd 4.48 avg rating — 345 ratings score: 515, and 6 people 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
9	Probability Theory: The Logic of Science by E.T. Jaynes 4.41 avg rating — 650 ratings score: 485, and 6 people 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
9	Numerical Linear Algebra by Lloyd N. Trefethen 4.28 avg rating — 148 ratings score: 485, and 6 people 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
11	Linear Algebra Done Right by Sheldon Axler 4.38 avg rating — 1,239 ratings score: 484, and 6 people 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
12	Introduction to Linear Algebra (Gilbert Strang, 2) by Gilbert Strang 4.24 avg rating — 694 ratings score: 483, and 6 people 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
13	Introduction to Machine Learning with Python: A guide for Data Scientists by Andreas C. Müller 4.34 avg rating — 588 ratings score: 481, and 6 people 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
13	Machine Learning: A Probabilistic Perspective by Kevin P. Murphy 4.34 avg rating — 520 ratings score: 481, and 6 people 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
13	Numerical Optimization (Springer Series in Operations Research and Financial Engineering) by Jorge Nocedal 4.34 avg rating — 134 ratings score: 481, and 6 people 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
16	Matrix Computations (Johns Hopkins Studies in the Mathematical Sciences, 3) by Gene H. Golub 4.26 avg rating — 149 ratings score: 480, and 6 people 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
16	Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow 2 by Sebastian Raschka 4.25 avg rating — 756 ratings score: 480, and 6 people 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
18	Bayesian Data Analysis by Professor in the Department of Statistics Andrew Gelman 4.21 avg rating — 536 ratings score: 478, and 6 people 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
18	Numerical Recipes: The Art of Scientific Computing by William H. Press 4.32 avg rating — 158 ratings score: 478, and 6 people 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
20	All of Statistics: A Concise Course in Statistical Inference by Larry Wasserman 4.26 avg rating — 388 ratings score: 310, and 4 people 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
21	Nonlinear Programming by Dimitri P. Bertsekas 4.43 avg rating — 37 ratings score: 309, and 4 people 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
22	Concentration Inequalities: A Nonasymptotic Theory of Independence by Stéphane Boucheron 4.56 avg rating — 18 ratings score: 308, and 4 people 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
22	Probability and Statistics for Engineers and Scientists by Ronald E. Walpole 4.08 avg rating — 413 ratings score: 308, and 4 people 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
24	Optimization by Vector Space Methods by David G. Luenberger 4.51 avg rating — 37 ratings score: 307, and 4 people 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
25	Deep Learning with R by François Chollet 4.45 avg rating — 87 ratings score: 305, and 4 people 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
26	Causal Inference for Statistics, Social, and Biomedical Sciences: An Introduction by Guido Imbens 4.49 avg rating — 71 ratings score: 304, and 4 people 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
27	Probability and Stochastics (Graduate Texts in Mathematics, Vol. 261) (Graduate Texts in Mathematics, 261) by Erhan Çınlar 4.50 avg rating — 16 ratings score: 302, and 4 people 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
28	Independent Component Analysis by Aapo Hyvärinen 4.47 avg rating — 15 ratings score: 300, and 4 people 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
29	Bayesian Reasoning and Machine Learning by David Barber 4.10 avg rating — 193 ratings score: 295, and 4 people 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
30	Probabilistic Graphical Models: Principles and Techniques by Daphne Koller 4.19 avg rating — 257 ratings score: 294, and 4 people 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
31	Causality by Judea Pearl 4.17 avg rating — 326 ratings score: 292, and 4 people 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
32	Neural Networks for Pattern Recognition (Advanced Texts in Econometrics (Paperback)) by Christopher M. Bishop 4.11 avg rating — 170 ratings score: 290, and 4 people 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
33	Statistical Inference by George Casella 4.17 avg rating — 390 ratings score: 289, and 4 people 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
34	Machine Learning (McGraw-Hill International Editions Computer Science Series) by Tom M. Mitchell 4.07 avg rating — 853 ratings score: 287, and 4 people 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
35	Fundamentals of Convex Analysis by Jean-Baptiste Hiriart-Urruty it was amazing 5.00 avg rating — 5 ratings score: 250, and 3 people 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
36	Support Vector Machines by Ingo Steinwart 4.56 avg rating — 9 ratings score: 249, and 3 people 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
37	Theory of Probability by the late Harold Jeffreys 4.90 avg rating — 10 ratings score: 246, and 3 people 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
38	Convex Optimization Theory by Dimitri P. Bertsekas 4.33 avg rating — 12 ratings score: 243, and 3 people 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
38	Think Stats by Allen B. Downey (Goodreads Author) 3.64 avg rating — 466 ratings score: 243, and 3 people 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
40	Introduction to Machine Learning by Ethem Alpaydin 3.77 avg rating — 248 ratings score: 239, and 3 people 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
41	Convex Analysis and Nonlinear Optimization: Theory and Examples (CMS Books in Mathematics) by Jonathan M. Borwein 4.33 avg rating — 9 ratings score: 238, and 3 people 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
42	Statistics for High-Dimensional Data: Methods, Theory and Applications (Springer Series in Statistics) by Peter Bühlmann 4.20 avg rating — 10 ratings score: 232, and 3 people 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
43	Convex Analysis by R. Tyrrell Rockafellar 4.44 avg rating — 27 ratings score: 219, and 3 people 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
44	An Introduction to Probability and Inductive Logic by Ian Hacking 3.80 avg rating — 165 ratings score: 214, and 3 people 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
45	A History of Mathematics (3rd Edition) by Victor J. Katz 4.32 avg rating — 56 ratings score: 212, and 3 people 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
46	Probability and Measure (Wiley Series in Probability and Statistics Book 938) by Patrick Billingsley 4.21 avg rating — 66 ratings score: 211, and 3 people 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
46	Matrix Analysis by Roger A. Horn 4.36 avg rating — 59 ratings score: 211, and 3 people 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
46	Understanding Machine Learning by Shai Shalev-Shwartz 4.21 avg rating — 131 ratings score: 211, and 3 people 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
49	Categorical Data Analysis (Wiley Series in Probability and Statistics) by Alan Agresti 4.23 avg rating — 82 ratings score: 210, and 3 people 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
50	Introduction to Applied Linear Algebra: Vectors, Matrices, and Least Squares by Stephen Boyd 4.19 avg rating — 47 ratings score: 209, and 3 people 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
51	Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference (Morgan Kaufmann Series in Representation and Reasoning) by Judea Pearl 4.29 avg rating — 75 ratings score: 206, and 3 people 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
52	Numerical Linear Algebra and Applications by Biswa Nath Datta 4.20 avg rating — 20 ratings score: 205, and 3 people 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
53	Bayesian Filtering and Smoothing (Institute of Mathematical Statistics Textbooks, Series Number 3) by Simo Särkkä 4.35 avg rating — 17 ratings score: 194, and 3 people 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
54	Introduction to Probability by Charles M. Grinstead 4.26 avg rating — 23 ratings score: 193, and 3 people 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
55	Handbook of the History of Logic, Volume 10: Inductive Logic by Dov M. Gabbay (editor) 4.75 avg rating — 4 ratings score: 168, and 2 people 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
56	Information Geometry and Its Applications (Applied Mathematical Sciences, 194) by Shun-Ichi Amari 4.57 avg rating — 7 ratings score: 163, and 2 people 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
57	Probability via Expectation by Peter Whittle 4.40 avg rating — 5 ratings score: 162, and 2 people 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
58	All of Nonparametric Statistics by Larry Wasserman 4.15 avg rating — 40 ratings score: 157, and 2 people 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
59	Probability Essentials by Jean Jacod really liked it 4.00 avg rating — 36 ratings score: 144, and 2 people 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
59	Introduction to Numerical Analysis by Josef Stoer 4.13 avg rating — 15 ratings score: 144, and 2 people 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
59	The Nature of Statistical Learning Theory by Vladimir N. Vapnik 4.26 avg rating — 34 ratings score: 144, and 2 people 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
59	STATISTICAL LEARNING THEORY by Vladimir N. Vapnik 4.23 avg rating — 22 ratings score: 144, and 2 people 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
63	Theory of Point Estimation by Erich L. Lehmann 3.87 avg rating — 23 ratings score: 142, and 2 people 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
64	System Identification: Theory for the User by Lennart Ljung 4.18 avg rating — 22 ratings score: 141, and 2 people 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
65	Generalized Linear Models (Monographs on Statistics and Applied Probability) by P. McCullagh 4.07 avg rating — 27 ratings score: 139, and 2 people 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
66	Gaussian Processes for Machine Learning by Carl Edward Rasmussen 4.17 avg rating — 108 ratings score: 135, and 2 people 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
67	Observation and Experiment: An Introduction to Causal Inference by Paul R. Rosenbaum 4.35 avg rating — 54 ratings score: 133, and 2 people 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
68	Linear Algebra by Serge Lang 3.92 avg rating — 113 ratings score: 131, and 2 people 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
69	Probability: An Introduction by Geoffrey R. Grimmett 4.10 avg rating — 39 ratings score: 119, and 2 people 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
70	The Bootstrap and Edgeworth Expansion (Springer Series in Statistics) by Peter Hall really liked it 4.00 avg rating — 6 ratings score: 100, 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
70	A Primer to the 42 Most commonly used Machine Learning Algorithms (With Code Samples). (Artificial Intelligence Book 1) by Murat Durmus (Goodreads Author) 4.20 avg rating — 10 ratings score: 100, 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
72	Oeuvres Completes de Niels Henrik Abel: Nouvelle Edition: Nouvelle édition: Volume 1 by Niels Henrik Abel it was amazing 5.00 avg rating — 1 rating score: 99, 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
72	A First Course in Dynamics: with a Panorama of Recent Developments by Boris Hasselblatt really liked it 4.00 avg rating — 1 rating score: 99, 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
74	Kernel Methods for Pattern Analysis by John Shawe-Taylor 3.96 avg rating — 28 ratings score: 98, 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
75	Theory of Linear Operators in Hilbert Space (Dover Books on Mathematics) by N.I. Akhiezer 4.20 avg rating — 10 ratings score: 97, 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
75	Probability by Al'bert Nikolajevic Shirjaev 3.92 avg rating — 26 ratings score: 97, 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
77	Handbook of Linear Algebra by Leslie Hogben (Editor) really liked it 4.00 avg rating — 5 ratings score: 96, 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
77	Minimization Methods for Non-Differentiable Functions (Springer Series in Computational Mathematics) by N.Z. Shor 4.50 avg rating — 4 ratings score: 96, 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
79	Predicting Structured Data by Gökhan Bakir (Editor) 3.57 avg rating — 7 ratings score: 93, 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
80	Information and Exponential Families in Statistical Theory by Ole E. Barndorff-Nielsen liked it 3.00 avg rating — 2 ratings score: 91, 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
81	Latent Variable Models and Factor Analysis: A Unified Approach by David J. Bartholomew 4.25 avg rating — 4 ratings score: 90, 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
82	Geometry at Work (Mathematical Association of America Notes, Series Number 53) by Catherine A. Gorini (Editor) 3.50 avg rating — 2 ratings score: 89, 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
82	Advances in Kernel Methods: Support Vector Learning by Bernhard Schölkopf (Editor) 3.67 avg rating — 3 ratings score: 89, 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
84	Reproducing Kernel Hilbert Spaces in Probability and Statistics by Alain Berlinet really liked it 4.00 avg rating — 3 ratings score: 88, 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
84	Spline Models for Observational Data (CBMS-NSF Regional Conference Series in Applied Mathematics, Series Number 59) by Grace Wahba 3.67 avg rating — 3 ratings score: 88, 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
86	Mathematical Statistics: Basic Ideas and Selected Topics, Vol I (2nd Edition) by Peter J. Bickel 3.63 avg rating — 19 ratings score: 85, 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
86	Testing Statistical Hypotheses by Erich L. Lehmann 3.65 avg rating — 17 ratings score: 85, 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
88	Linear Algebra (Springer Undergraduate Mathematics Series) by Jörg Liesen 3.83 avg rating — 6 ratings score: 83, 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
89	Numerical Optimization: Theoretical and Practical Aspects by Frédéric J. Bonnans 3.67 avg rating — 3 ratings score: 81, 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
90	On-Line Learning in Neural Networks (Publications of the Newton Institute, Series Number 17) by David Saad (Editor) really liked it 4.00 avg rating — 2 ratings score: 79, 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
90	Matrix Differential Calculus with Applications in Statistics and Econometrics (Wiley Series in Probability and Statistics) by Jan R. Magnus really liked it 4.00 avg rating — 11 ratings score: 79, 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
92	Low Rank Approximation: Algorithms, Implementation, Applications by Ivan Markovsky really liked it 4.00 avg rating — 2 ratings score: 78, 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
93	Stochastic Models, Estimation and Control: Volume 1 by Peter S. Maybeck 3.50 avg rating — 2 ratings score: 77, 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
94	Handbook of Markov Chain Monte Carlo (Chapman & Hall/CRC Handbooks of Modern Statistical Methods) by Steve Brooks (Editor) 3.85 avg rating — 13 ratings score: 75, 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
95	Fundamentals of Statistical Exponential Families (Ims Lecture Notes-Monograph Ser.: Vol.9) by Lawrence D. Brown 4.50 avg rating — 2 ratings score: 74, 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
95	Svd and Signal Processing by M. Moonen (Editor) really liked it 4.00 avg rating — 1 rating score: 74, 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
97	Learning in Graphical Models by Michael I. Jordan (Editor) really liked it 4.00 avg rating — 11 ratings score: 71, 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
98	An Introduction to Copulas (Springer Series in Statistics) by Roger B. Nelsen 3.60 avg rating — 10 ratings score: 70, 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
99	Lectures on Convex Optimization (Springer Optimization and Its Applications, 137) by Yurii Nesterov 4.43 avg rating — 7 ratings score: 69, 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
100	The Relational Model for Database Management: Version 2 by E.F. Codd 3.92 avg rating — 13 ratings score: 68, 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