Alexandre Grothendieck's votes on the list Mathematics for Machine Learning

Listopia > Alexandre Grothendieck's votes on the list Mathematics for Machine Learning (56 Books)

1	Mathematics for Machine Learning by Marc Peter Deisenroth 4.33 avg rating — 240 ratings	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	All of Statistics: A Concise Course in Statistical Inference by Larry Wasserman 4.25 avg rating — 397 ratings	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	Probability and Statistics for Engineers and Scientists by Ronald E. Walpole 4.08 avg rating — 413 ratings	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	Deep Learning by Ian Goodfellow 4.44 avg rating — 2,105 ratings	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	Matrix Computations (Johns Hopkins Studies in the Mathematical Sciences, 3) by Gene H. Golub 4.26 avg rating — 150 ratings	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	Bayesian Data Analysis by Professor in the Department of Statistics Andrew Gelman 4.21 avg rating — 537 ratings	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	Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow 2 by Sebastian Raschka 4.25 avg rating — 755 ratings	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	Computer Age Statistical Inference: Algorithms, Evidence, and Data Science (Institute of Mathematical Statistics Monographs, Series Number 5) by Bradley Efron 4.43 avg rating — 129 ratings	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 Recipes: The Art of Scientific Computing by William H. Press 4.32 avg rating — 157 ratings	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
10	Think Stats by Allen B. Downey (Goodreads Author) 3.64 avg rating — 466 ratings	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	Causality by Judea Pearl 4.16 avg rating — 328 ratings	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	Numerical Optimization (Springer Series in Operations Research and Financial Engineering) by Jorge Nocedal 4.34 avg rating — 135 ratings	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	Deep Learning with Python by François Chollet 4.57 avg rating — 1,388 ratings	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
14	Machine Learning: A Probabilistic Perspective by Kevin P. Murphy 4.34 avg rating — 519 ratings	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
15	Statistical Inference by George Casella 4.17 avg rating — 395 ratings	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	Introduction to Machine Learning with Python: A guide for Data Scientists by Andreas C. Müller 4.33 avg rating — 589 ratings	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
17	Machine Learning (McGraw-Hill International Editions Computer Science Series) by Tom M. Mitchell 4.07 avg rating — 852 ratings	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	Convex Optimization by Stephen Boyd 4.48 avg rating — 348 ratings	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
19	Information Theory, Inference, and Learning Algorithms by David J.C. MacKay 4.52 avg rating — 486 ratings	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	Pattern Recognition and Machine Learning by Christopher M. Bishop 4.32 avg rating — 1,893 ratings	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	BISHOP:NEURAL NETWORKS FOR PATTERN RECOGNITION PAPER (Advanced Texts in Econometrics (Paperback)) by Christopher M. Bishop 4.11 avg rating — 171 ratings	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	Probabilistic Graphical Models: Principles and Techniques by Daphne Koller 4.19 avg rating — 259 ratings	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
23	Probability Theory: The Logic of Science by E.T. Jaynes 4.41 avg rating — 653 ratings	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	Numerical Linear Algebra by Lloyd N. Trefethen 4.28 avg rating — 151 ratings	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	Bayesian Reasoning and Machine Learning by David Barber 4.10 avg rating — 193 ratings	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	Introduction to Linear Algebra (Gilbert Strang, 2) by Gilbert Strang 4.24 avg rating — 694 ratings	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	Linear Algebra Done Right by Sheldon Axler 4.39 avg rating — 1,256 ratings	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	The Elements of Statistical Learning: Data Mining, Inference, and Prediction by Trevor Hastie 4.43 avg rating — 1,880 ratings	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	All of Nonparametric Statistics by Larry Wasserman 4.13 avg rating — 39 ratings	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	An Introduction to Probability and Inductive Logic by Ian Hacking 3.81 avg rating — 166 ratings	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	Introduction to Probability by Charles M. Grinstead 4.26 avg rating — 23 ratings	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	Probability: An Introduction by Geoffrey R. Grimmett 4.10 avg rating — 39 ratings	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	Bayesian Filtering and Smoothing (Institute of Mathematical Statistics Textbooks, Series Number 3) by Simo Särkkä 4.35 avg rating — 17 ratings	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	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	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	Numerical Linear Algebra and Applications by Biswa Nath Datta 4.20 avg rating — 20 ratings	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	Deep Learning with R by François Chollet 4.45 avg rating — 87 ratings	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	Probability and Stochastics (Graduate Texts in Mathematics, Vol. 261) by Erhan Çınlar 4.53 avg rating — 17 ratings	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	Generalized Linear Models (Monographs on Statistics and Applied Probability) by P. McCullagh 4.08 avg rating — 26 ratings	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
39	Introduction to Applied Linear Algebra: Vectors, Matrices, and Least Squares by Stephen Boyd 4.20 avg rating — 49 ratings	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	Concentration Inequalities: A Nonasymptotic Theory of Independence by Stéphane Boucheron 4.56 avg rating — 18 ratings	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	Optimization by Vector Space Methods by David G. Luenberger 4.53 avg rating — 38 ratings	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	System Identification: Theory for the User by Lennart Ljung 4.18 avg rating — 22 ratings	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	Theory of Point Estimation by Erich L. Lehmann 3.83 avg rating — 23 ratings	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	Probability and Measure (Wiley Series in Probability and Statistics Book 938) by Patrick Billingsley 4.21 avg rating — 66 ratings	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	Nonlinear Programming by Dimitri P. Bertsekas 4.43 avg rating — 37 ratings	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	A History of Mathematics (3rd Edition) by Victor J. Katz 4.30 avg rating — 57 ratings	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
47	The Nature of Statistical Learning Theory by Vladimir N. Vapnik 4.26 avg rating — 34 ratings	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
48	STATISTICAL LEARNING THEORY by Vladimir N. Vapnik 4.23 avg rating — 22 ratings	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	Probability Essentials by Jean Jacod really liked it 4.00 avg rating — 36 ratings	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	Causal Inference for Statistics, Social, and Biomedical Sciences: An Introduction by Guido Imbens 4.49 avg rating — 71 ratings	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	Introduction to Numerical Analysis by Josef Stoer 4.13 avg rating — 15 ratings	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	Independent Component Analysis by Aapo Hyvärinen 4.47 avg rating — 15 ratings	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	Matrix Analysis by Roger A. Horn 4.34 avg rating — 62 ratings	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 Machine Learning by Ethem Alpaydin 3.77 avg rating — 250 ratings	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	Categorical Data Analysis (Wiley Series in Probability and Statistics) by Alan Agresti 4.23 avg rating — 82 ratings	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	Understanding Machine Learning by Shai Shalev-Shwartz 4.21 avg rating — 131 ratings	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