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Computer-Math
Books to read to master Computer Science
Score
A book’s total score is based on multiple factors, including the number of people who have voted for it and how highly those voters ranked the book.
| 1 |
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All of Statistics: A Concise Course in Statistical Inference
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4.26 avg rating — 388 ratings
score: 200,
and
2 people voted
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| 2 |
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Convex Optimization
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4.48 avg rating — 345 ratings
score: 197,
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2 people voted
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| 3 |
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Deep Learning
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4.44 avg rating — 2,084 ratings
score: 195,
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2 people voted
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| 4 |
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Reinforcement Learning: An Introduction
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4.54 avg rating — 797 ratings
score: 193,
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2 people voted
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| 5 |
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Numerical Algorithms: Methods for Computer Vision, Machine Learning, and Graphics
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4.39 avg rating — 18 ratings
score: 100,
and
1 person voted
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| 6 |
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Linear Algebra and Its Applications
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4.29 avg rating — 1,172 ratings
score: 99,
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1 person voted
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| 6 |
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Pattern Recognition and Machine Learning
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4.32 avg rating — 1,889 ratings
score: 99,
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1 person voted
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| 8 |
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Understanding Machine Learning
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4.21 avg rating — 131 ratings
score: 95,
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1 person voted
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| 9 |
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Probabilistic Graphical Models: Principles and Techniques
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4.19 avg rating — 257 ratings
score: 94,
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1 person voted
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| 10 |
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Numerical Optimization (Springer Series in Operations Research and Financial Engineering)
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4.34 avg rating — 134 ratings
score: 93,
and
1 person voted
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| 11 |
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Analysis I
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4.54 avg rating — 178 ratings
score: 92,
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1 person voted
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| 12 |
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Analysis II (Texts and Readings in Mathematics, No. 38)
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4.56 avg rating — 82 ratings
score: 91,
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1 person voted
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| 13 |
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Introduction to the Theory of Computation
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4.24 avg rating — 2,095 ratings
score: 90,
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1 person voted
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| 14 |
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Introduction to Algorithms: A Creative Approach
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4.34 avg rating — 142 ratings
score: 89,
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1 person voted
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| 15 |
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Convex Optimization Theory
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4.33 avg rating — 12 ratings
score: 88,
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1 person voted
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| 16 |
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Dynamic Programming and Optimal Control
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3.96 avg rating — 27 ratings
score: 87,
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1 person voted
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| 17 |
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Linear Algebra Done Right
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4.38 avg rating — 1,239 ratings
score: 86,
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1 person voted
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