Chiaki's votes on the list Mathematics for Machine Learning

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

1	Mathematics for Machine Learning by Marc Peter Deisenroth 4.33 avg rating — 246 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	The Elements of Statistical Learning: Data Mining, Inference, and Prediction by Trevor Hastie 4.43 avg rating — 1,884 ratings Chiaki rated it 4 stars See Review	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 — 2,114 ratings Chiaki rated it 4 stars See Review	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	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
5	Deep Learning with Python by François Chollet 4.57 avg rating — 1,393 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	Convex Optimization by Stephen Boyd 4.48 avg rating — 354 ratings Chiaki rated it 4 stars See Review	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	Information Theory, Inference, and Learning Algorithms by David J.C. MacKay 4.52 avg rating — 487 ratings Chiaki rated it 4 stars See Review	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	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
9	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
10	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
11	Deep Learning with R by François Chollet 4.45 avg rating — 88 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	Causal Inference for Statistics, Social, and Biomedical Sciences: An Introduction by Guido Imbens 4.50 avg rating — 72 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	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
14	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
15	Fundamentals of Convex Analysis by Jean-Baptiste Hiriart-Urruty it was amazing 5.00 avg rating — 5 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	Support Vector Machines by Ingo Steinwart 4.56 avg rating — 9 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	Theory of Probability by the late Harold Jeffreys 4.89 avg rating — 9 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 Theory by Dimitri P. Bertsekas 4.33 avg rating — 12 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	Convex Analysis and Nonlinear Optimization: Theory and Examples (CMS Books in Mathematics) by Jonathan M. Borwein 4.33 avg rating — 9 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	Statistics for High-Dimensional Data: Methods, Theory and Applications (Springer Series in Statistics) by Peter Bühlmann 4.20 avg rating — 10 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	Convex Analysis by R. Tyrrell Rockafellar 4.44 avg rating — 27 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	Handbook of the History of Logic, Volume 10: Inductive Logic by Dov M. Gabbay (editor) 4.75 avg rating — 4 ratings Chiaki rated it 5 stars See Review	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 via Expectation by Peter Whittle 4.33 avg rating — 6 ratings Chiaki rated it 4 stars See Review	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	Observation and Experiment: An Introduction to Causal Inference by Paul R. Rosenbaum 4.33 avg rating — 55 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	Gaussian Processes for Machine Learning by Carl Edward Rasmussen 4.17 avg rating — 109 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	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
27	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
28	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
29	Numerical Linear Algebra and Applications by Biswa Nath Datta 4.19 avg rating — 21 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	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
31	Probability and Measure (Wiley Series in Probability and Statistics Book 938) by Patrick Billingsley 4.24 avg rating — 68 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	A History of Mathematics (3rd Edition) by Victor J. Katz 4.29 avg rating — 58 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	Matrix Analysis by Roger A. Horn 4.33 avg rating — 63 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	Understanding Machine Learning by Shai Shalev-Shwartz 4.20 avg rating — 132 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	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
36	Probability Theory: The Logic of Science by E.T. Jaynes 4.41 avg rating — 656 ratings Chiaki rated it 4 stars See Review	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	Numerical Linear Algebra by Lloyd N. Trefethen 4.28 avg rating — 152 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	Linear Algebra Done Right by Sheldon Axler 4.39 avg rating — 1,272 ratings Chiaki rated it 4 stars See Review	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 Linear Algebra (Gilbert Strang, 2) by Gilbert Strang 4.25 avg rating — 697 ratings Chiaki rated it 4 stars See Review	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	Machine Learning: A Probabilistic Perspective by Kevin P. Murphy 4.34 avg rating — 520 ratings Chiaki rated it 4 stars See Review	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	Introduction to Machine Learning with Python: A guide for Data Scientists by Andreas C. Müller 4.33 avg rating — 595 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	Numerical Optimization (Springer Series in Operations Research and Financial Engineering) by Jorge Nocedal 4.33 avg rating — 137 ratings Chiaki rated it 4 stars See Review	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	Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow 2 by Sebastian Raschka 4.24 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
44	Matrix Computations (Johns Hopkins Studies in the Mathematical Sciences, 3) by Gene H. Golub 4.26 avg rating — 151 ratings Chiaki rated it 4 stars See Review	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	Bayesian Data Analysis by Professor in the Department of Statistics Andrew Gelman 4.21 avg rating — 539 ratings Chiaki rated it 4 stars See Review	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	Numerical Recipes: The Art of Scientific Computing by William H. Press 4.32 avg rating — 157 ratings Chiaki rated it 4 stars See Review	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	Pattern Recognition and Machine Learning by Christopher M. Bishop 4.32 avg rating — 1,899 ratings Chiaki rated it 4 stars See Review	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	All of Statistics: A Concise Course in Statistical Inference by Larry Wasserman 4.26 avg rating — 402 ratings Chiaki rated it 4 stars See Review	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 and Statistics for Engineers and Scientists by Ronald E. Walpole 4.08 avg rating — 414 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	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
51	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
52	Causality by Judea Pearl 4.17 avg rating — 330 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	BISHOP:NEURAL NETWORKS FOR PATTERN RECOGNITION PAPER (Advanced Texts in Econometrics (Paperback)) by Christopher M. Bishop 4.11 avg rating — 171 ratings Chiaki rated it 4 stars See Review	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	Statistical Inference by George Casella 4.17 avg rating — 396 ratings Chiaki rated it 4 stars See Review	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	Machine Learning (McGraw-Hill International Editions Computer Science Series) by Tom M. Mitchell 4.07 avg rating — 856 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	Linear Algebra by Serge Lang 3.92 avg rating — 114 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