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Mathematics · Computer Science · Statistical Science · Machine Learning
Popular books from the MCSL reading lists
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| 1 |
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Abstract Algebra
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4.19 avg rating — 706 ratings
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| 2 |
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Linear Algebra Done Right
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4.38 avg rating — 1,239 ratings
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| 3 |
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Principles of Mathematical Analysis
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4.27 avg rating — 1,877 ratings
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| 4 |
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Linear Algebra and Its Applications
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4.29 avg rating — 1,172 ratings
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| 5 |
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Real and Complex Analysis (Higher Mathematics Series)
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4.29 avg rating — 459 ratings
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| 6 |
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The Princeton Companion to Mathematics
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Timothy Gowers (Editor)
4.41 avg rating — 1,656 ratings
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| 7 |
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A Book of Abstract Algebra
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4.37 avg rating — 558 ratings
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| 8 |
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Calculus
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4.52 avg rating — 985 ratings
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| 9 |
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Visual Complex Analysis
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4.48 avg rating — 511 ratings
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| 10 |
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How to Prove It: A Structured Approach
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4.30 avg rating — 965 ratings
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| 11 |
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Euclid's Elements
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4.32 avg rating — 3,342 ratings
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| 12 |
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The Art of Statistics: Learning from Data
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4.15 avg rating — 5,451 ratings
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| 13 |
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Understanding Analysis
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4.48 avg rating — 444 ratings
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| 14 |
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An Introduction To The Theory Of Numbers
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4.34 avg rating — 208 ratings
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| 15 |
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Gödel's Proof
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4.19 avg rating — 5,515 ratings
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| 16 |
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Topology (Pearson Modern Classics Series)
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4.30 avg rating — 1,220 ratings
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| 16 |
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How to Solve It : A New Aspect of Mathematical Method
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4.13 avg rating — 5,069 ratings
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| 18 |
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Concrete Mathematics: A Foundation for Computer Science
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4.34 avg rating — 1,857 ratings
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| 19 |
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Introductory Functional Analysis with Applications
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4.29 avg rating — 251 ratings
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| 20 |
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The C Programming Language
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4.44 avg rating — 11,196 ratings
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| 21 |
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Conceptual Mathematics: A First Introduction to Categories
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4.32 avg rating — 197 ratings
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| 22 |
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What Is Mathematics? An Elementary Approach to Ideas and Methods
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4.25 avg rating — 2,016 ratings
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| 23 |
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Introduction to Linear Algebra (Gilbert Strang, 2)
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4.24 avg rating — 693 ratings
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| 24 |
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The Fractal Geometry of Nature
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4.23 avg rating — 1,277 ratings
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| 25 |
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Algebraic Topology
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4.12 avg rating — 346 ratings
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| 26 |
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Naive Set Theory
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4.23 avg rating — 613 ratings
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| 27 |
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Contemporary Abstract Algebra
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4.05 avg rating — 450 ratings
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| 28 |
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Mathematics: A Very Short Introduction
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3.86 avg rating — 1,887 ratings
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| 29 |
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Nonlinear Dynamics and Chaos: With Applications to Physics, Biology, Chemistry, and Engineering
by
Steven H. Strogatz (Goodreads Author)
4.38 avg rating — 1,518 ratings
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| 30 |
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Proofs from THE BOOK
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4.40 avg rating — 859 ratings
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| 31 |
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The Elements of Statistical Learning: Data Mining, Inference, and Prediction
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4.43 avg rating — 1,874 ratings
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| 32 |
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Structure and Interpretation of Computer Programs
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4.47 avg rating — 4,830 ratings
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| 33 |
|
Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems
by
Martin Kleppmann (Goodreads Author)
4.70 avg rating — 10,112 ratings
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| 34 |
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Introduction to Algorithms
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4.35 avg rating — 9,249 ratings
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| 35 |
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An Introduction to Statistical Learning: with Applications in R
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4.59 avg rating — 2,308 ratings
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| 36 |
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Calculus on Manifolds: A Modern Approach to Classical Theorems of Advanced Calculus
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4.21 avg rating — 363 ratings
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| 37 |
|
The Pragmatic Programmer: Your Journey to Mastery
by
Andy Hunt (Goodreads Author)
4.33 avg rating — 23,637 ratings
score: 757,
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9 people voted
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| 38 |
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Algebra
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4.11 avg rating — 297 ratings
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| 39 |
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Algebra
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4.10 avg rating — 123 ratings
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| 40 |
|
The Algorithm Design Manual
by
Steven S. Skiena (Goodreads Author)
4.34 avg rating — 2,671 ratings
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| 41 |
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Artificial Intelligence: A Modern Approach (Pearson Series in Artifical Intelligence)
by
4.20 avg rating — 4,401 ratings
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| 42 |
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Human Compatible: AI and the Problem of Control
by
4.05 avg rating — 4,784 ratings
score: 692,
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8 people voted
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| 43 |
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Pattern Recognition and Machine Learning
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4.32 avg rating — 1,889 ratings
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| 44 |
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Deep Learning
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4.44 avg rating — 2,083 ratings
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| 44 |
|
Algebra (Graduate Texts in Mathematics, 211)
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4.10 avg rating — 214 ratings
score: 678,
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9 people voted
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| 46 |
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Mathematics and Its History
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4.33 avg rating — 210 ratings
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| 47 |
|
Learn You a Haskell for Great Good!: A Beginner's Guide
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4.31 avg rating — 2,370 ratings
score: 646,
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9 people voted
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| 48 |
|
Cracking the Coding Interview: 189 Programming Questions and Solutions
by
Gayle Laakmann McDowell (Goodreads Author)
4.33 avg rating — 6,888 ratings
score: 637,
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8 people voted
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| 49 |
|
the Art of Problem Solving, Volume 2: and Beyond
by
4.58 avg rating — 120 ratings
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| 50 |
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Book of Proof
by
4.50 avg rating — 322 ratings
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| 51 |
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The Art of Problem Solving, Volume 1: The Basics
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4.36 avg rating — 246 ratings
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| 52 |
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Mathematics: Its Content, Methods and Meaning (3 Volumes in One) (Dover Books on Mathematics)
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4.43 avg rating — 236 ratings
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| 53 |
|
Introduction to the Theory of Computation
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4.24 avg rating — 2,094 ratings
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| 54 |
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The C++ Programming Language
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4.10 avg rating — 4,015 ratings
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| 55 |
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Algorithms
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4.42 avg rating — 1,813 ratings
score: 553,
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8 people voted
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| 56 |
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The Art of Computer Programming, Volume 1: Fundamental Algorithms
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4.38 avg rating — 1,884 ratings
score: 550,
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| 57 |
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Algebraic Geometry (Graduate Texts in Mathematics, 52)
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4.20 avg rating — 140 ratings
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| 58 |
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Compilers: Principles, Techniques, and Tools
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4.10 avg rating — 3,007 ratings
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| 59 |
|
A First Course in Abstract Algebra
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3.96 avg rating — 349 ratings
score: 528,
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| 60 |
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The Shape of Space (Textbooks in Mathematics)
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4.30 avg rating — 10 ratings
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| 61 |
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Topics in Algebra
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4.17 avg rating — 188 ratings
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| 62 |
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The UNIX Programming Environment
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4.24 avg rating — 1,309 ratings
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| 63 |
|
Algebra
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4.43 avg rating — 127 ratings
score: 519,
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| 64 |
|
The Little Schemer
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4.29 avg rating — 1,978 ratings
score: 507,
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| 65 |
|
Programming in Scala, Third Edition
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4.22 avg rating — 1,663 ratings
score: 503,
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| 66 |
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Convex Optimization
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4.48 avg rating — 345 ratings
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| 67 |
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Introduction to Real Analysis
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3.99 avg rating — 308 ratings
score: 448,
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| 68 |
|
Functional Programming in Scala
by
Rúnar Bjarnason (Goodreads Author)
4.42 avg rating — 748 ratings
score: 445,
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| 69 |
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Mathematical Analysis
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4.08 avg rating — 166 ratings
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| 70 |
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The Elements Of Computing Systems: Building A Modern Computer From First Principles
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4.54 avg rating — 939 ratings
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| 71 |
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Computer Networking: A Top-Down Approach
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4.07 avg rating — 2,217 ratings
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| 71 |
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The Mathematical Theory of Communication
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4.39 avg rating — 680 ratings
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| 73 |
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Modern Operating Systems
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4.15 avg rating — 2,180 ratings
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| 74 |
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Reinforcement Learning: An Introduction (Adaptive Computation and Machine Learning series)
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4.54 avg rating — 797 ratings
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| 75 |
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The Hundred-Page Machine Learning Book
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Andriy Burkov (Goodreads Author)
4.25 avg rating — 1,392 ratings
score: 414,
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| 76 |
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Thinking In Systems: A Primer
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4.19 avg rating — 21,138 ratings
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| 77 |
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Machine Learning: A Probabilistic Perspective
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4.34 avg rating — 520 ratings
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| 78 |
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Bayesian Data Analysis
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4.21 avg rating — 536 ratings
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| 79 |
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Complexity: A Guided Tour
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4.11 avg rating — 3,449 ratings
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| 80 |
|
Fluent Python: Clear, Concise, and Effective Programming
by
Luciano Ramalho (Goodreads Author)
4.62 avg rating — 1,737 ratings
score: 362,
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| 81 |
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Probability Theory: The Logic of Science
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4.41 avg rating — 651 ratings
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| 82 |
|
Introduction to Automata Theory, Languages, and Computation
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4.06 avg rating — 668 ratings
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| 83 |
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Information Theory, Inference, and Learning Algorithms
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4.52 avg rating — 487 ratings
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| 83 |
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Human Compatible: Artificial Intelligence and the Problem of Control
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4.05 avg rating — 4,784 ratings
score: 351,
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4 people voted
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| 85 |
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The Art of Computer Programming, Volume 2: Seminumerical Algorithms
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4.43 avg rating — 522 ratings
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| 86 |
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Computer Systems: A Programmer's Perspective
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4.46 avg rating — 1,114 ratings
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| 87 |
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Introduction to Computation and Programming Using Python
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4.22 avg rating — 494 ratings
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| 88 |
|
Operating Systems: Three Easy Pieces
by
Remzi H. Arpaci-Dusseau (Goodreads Author)
4.71 avg rating — 761 ratings
score: 315,
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| 89 |
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Statistical Rethinking: A Bayesian Course with Examples in R and STAN
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4.70 avg rating — 514 ratings
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| 90 |
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Types and Programming Languages
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4.27 avg rating — 580 ratings
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| 91 |
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Network Science
by
Albert-László Barabási (Goodreads Author)
4.38 avg rating — 176 ratings
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| 92 |
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Elements of Information Theory 2nd Edition (Wiley Series in Telecommunications and Signal Processing)
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4.20 avg rating — 320 ratings
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| 93 |
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Computational Complexity: A Modern Approach
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4.33 avg rating — 135 ratings
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| 94 |
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Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems
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4.55 avg rating — 2,742 ratings
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| 95 |
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The Art of Computer Programming: Volume 3: Sorting and Searching
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4.42 avg rating — 510 ratings
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| 96 |
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All of Statistics: A Concise Course in Statistical Inference
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4.26 avg rating — 388 ratings
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| 97 |
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Security Engineering: A Guide to Building Dependable Distributed Systems
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4.21 avg rating — 700 ratings
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| 98 |
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Theoretical Neuroscience: Computational And Mathematical Modeling of Neural Systems
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4.22 avg rating — 299 ratings
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| 99 |
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An Introduction to Probability Theory and Its Applications, Volume 1
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4.31 avg rating — 161 ratings
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| 100 |
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Seven Databases in Seven Weeks: A Guide to Modern Databases and the NoSQL Movement
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4.01 avg rating — 731 ratings
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