Computer-Math

Books to read to master Computer Science

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1	All of Statistics: A Concise Course in Statistical Inference by Larry Wasserman 4.26 avg rating — 388 ratings score: 200, 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
2	Convex Optimization by Stephen Boyd 4.48 avg rating — 345 ratings score: 197, 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
3	Deep Learning by Ian Goodfellow 4.44 avg rating — 2,084 ratings score: 195, 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
4	Reinforcement Learning: An Introduction by Richard S. Sutton 4.54 avg rating — 797 ratings score: 193, 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
5	Numerical Algorithms: Methods for Computer Vision, Machine Learning, and Graphics by Justin Solomon 4.39 avg rating — 18 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
6	Linear Algebra and Its Applications by Gilbert Strang 4.29 avg rating — 1,172 ratings 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
6	Pattern Recognition and Machine Learning by Christopher M. Bishop 4.32 avg rating — 1,889 ratings 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
8	Understanding Machine Learning by Shai Shalev-Shwartz 4.21 avg rating — 131 ratings score: 95, 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
9	Probabilistic Graphical Models: Principles and Techniques by Daphne Koller 4.19 avg rating — 257 ratings score: 94, 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
10	Numerical Optimization (Springer Series in Operations Research and Financial Engineering) by Jorge Nocedal 4.34 avg rating — 134 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
11	Analysis I by Terence Tao 4.54 avg rating — 178 ratings score: 92, 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
12	Analysis II (Texts and Readings in Mathematics, No. 38) by Terence Tao 4.56 avg rating — 82 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
13	Introduction to the Theory of Computation by Michael Sipser 4.24 avg rating — 2,094 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
14	Introduction to Algorithms: A Creative Approach by Udi Manber 4.34 avg rating — 142 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
15	Convex Optimization Theory by Dimitri P. Bertsekas 4.33 avg rating — 12 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
16	Dynamic Programming and Optimal Control by Dimitri P. Bertsekas 3.96 avg rating — 27 ratings score: 87, 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
17	Linear Algebra Done Right by Sheldon Axler 4.38 avg rating — 1,239 ratings score: 86, 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