Sebastian Thompson's votes on the list Mathematics for Machine Learning

Listopia > Sebastian Thompson's votes on the list Mathematics for Machine Learning (50 Books)

1	The Bootstrap and Edgeworth Expansion (Springer Series in Statistics) by Peter Hall really liked it 4.00 avg rating — 6 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	A First Course in Dynamics: with a Panorama of Recent Developments by Boris Hasselblatt really liked it 4.00 avg rating — 1 rating Sebastian 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	The Elements of Statistical Learning: Data Mining, Inference, and Prediction by Trevor Hastie 4.43 avg rating — 1,886 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	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
5	Handbook of Linear Algebra by Leslie Hogben (Editor) really liked it 4.00 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
6	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
7	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
8	Causal Inference for Statistics, Social, and Biomedical Sciences: An Introduction by Guido Imbens 4.48 avg rating — 73 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	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
10	Probability Theory: The Logic of Science by E.T. Jaynes 4.41 avg rating — 657 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	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
12	Advances in Kernel Methods: Support Vector Learning by Bernhard Schölkopf (Editor) 3.67 avg rating — 3 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	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
14	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
15	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
16	Testing Statistical Hypotheses by Erich L. Lehmann 3.65 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
17	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
18	Linear Algebra (Springer Undergraduate Mathematics Series) by Jörg Liesen 3.83 avg rating — 6 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	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
20	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
21	Information Theory, Inference, and Learning Algorithms by David J.C. MacKay 4.52 avg rating — 488 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	Matrix Differential Calculus with Applications in Statistics and Econometrics (Wiley Series in Probability and Statistics) by Jan R. Magnus 3.91 avg rating — 11 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	Low Rank Approximation: Algorithms, Implementation, Applications by Ivan Markovsky really liked it 4.00 avg rating — 2 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	Stochastic Models, Estimation and Control: Volume 1 by Peter S. Maybeck 3.50 avg rating — 2 ratings Sebastian 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
25	Generalized Linear Models (Monographs on Statistics and Applied Probability) by P. McCullagh 4.04 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
26	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
27	Svd and Signal Processing by M. Moonen (Editor) really liked it 4.00 avg rating — 1 rating Sebastian 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
28	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
29	Machine Learning: A Probabilistic Perspective by Kevin P. Murphy 4.34 avg rating — 520 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	Learning in Graphical Models by Michael I. Jordan (Editor) really liked it 4.00 avg rating — 11 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	An Introduction to Copulas (Springer Series in Statistics) by Roger B. Nelsen 3.60 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
32	Lectures on Convex Optimization (Springer Optimization and Its Applications, 137) by Yurii Nesterov 4.43 avg rating — 7 ratings Sebastian 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
33	Numerical Optimization (Springer Series in Operations Research and Financial Engineering) by Jorge Nocedal 4.32 avg rating — 138 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	Advanced Structured Prediction (Neural Information Processing series) by Sebastian Nowozin (Editor) 4.50 avg rating — 2 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	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
36	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
37	Elements of Causal Inference: Foundations and Learning Algorithms (Adaptive Computation and Machine Learning series) by Jonas Peters 3.64 avg rating — 50 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	A User's Guide to Measure Theoretic Probability by David Pollard 3.73 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
39	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 Sebastian 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	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
41	Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow 2 by Sebastian Raschka 4.24 avg rating — 758 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	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
43	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
44	A First Course in Machine Learning by Simon Rogers 3.92 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
45	Observation and Experiment: An Introduction to Causal Inference by Paul R. Rosenbaum 4.33 avg rating — 54 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	Linear Algebra and Matrix Analysis for Statistics by Sudipto Banerjee 3.33 avg rating — 3 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	Simulation and the Monte Carlo Method (Wiley Series in Probability and Statistics) by Anton Rubinstein 3.17 avg rating — 6 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	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	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	Theory of Reproducing Kernels and Applications (Developments in Mathematics Book 44) by Saburou Saitoh really liked it 4.00 avg rating — 3 ratings Sebastian 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
50	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