Mathematics · Computer Science · Statistical Science · Machine Learning

1.
Abstract Algebra
Abstract Algebra 4.19 avg rating — 700 ratings
2.
Linear Algebra Done Right
Linear Algebra Done Right 4.38 avg rating — 1,232 ratings
3.
Principles of Mathematical Analysis
Principles of Mathematical Analysis 4.27 avg rating — 1,871 ratings
4.
Linear Algebra and Its Applications
Linear Algebra and Its Applications 4.29 avg rating — 1,170 ratings
5.
Real and Complex Analysis (Higher Mathematics Series)
Real and Complex Analysis (Higher Mathematics Series) 4.29 avg rating — 455 ratings
6.
The Princeton Companion to Mathematics
The Princeton Companion to Mathematics 4.41 avg rating — 1,653 ratings
7.
A Book of Abstract Algebra
A Book of Abstract Algebra 4.36 avg rating — 553 ratings
8.
Calculus
Calculus 4.52 avg rating — 982 ratings
9.
Visual Complex Analysis
Visual Complex Analysis 4.48 avg rating — 509 ratings
10.
How to Prove It: A Structured Approach
How to Prove It: A Structured Approach 4.29 avg rating — 961 ratings
11.
Euclid's Elements
Euclid's Elements
by: Euclid
4.32 avg rating — 3,331 ratings
12.
The Art of Statistics: Learning from Data
The Art of Statistics: Learning from Data 4.16 avg rating — 5,372 ratings
13.
Understanding Analysis
Understanding Analysis 4.48 avg rating — 438 ratings
14.
An Introduction To The Theory Of Numbers
An Introduction To The Theory Of Numbers 4.34 avg rating — 208 ratings
15.
Gödel's Proof
Gödel's Proof 4.19 avg rating — 5,500 ratings
16.
Topology (Pearson Modern Classics Series)
Topology (Pearson Modern Classics Series) 4.30 avg rating — 1,216 ratings
16.
How to Solve It : A New Aspect of Mathematical Method
How to Solve It : A New Aspect of Mathematical Method 4.13 avg rating — 5,046 ratings
18.
Concrete Mathematics: A Foundation for Computer Science
Concrete Mathematics: A Foundation for Computer Science 4.34 avg rating — 1,857 ratings
19.
Introductory Functional Analysis with Applications
Introductory Functional Analysis with Applications 4.28 avg rating — 250 ratings
20.
The C Programming Language
The C Programming Language 4.44 avg rating — 11,167 ratings
21.
Conceptual Mathematics: A First Introduction to Categories
Conceptual Mathematics: A First Introduction to Categories 4.32 avg rating — 195 ratings
22.
What Is Mathematics? An Elementary Approach to Ideas and Methods
What Is Mathematics? An Elementary Approach to Ideas and Methods 4.25 avg rating — 2,015 ratings
23.
Introduction to Linear Algebra (Gilbert Strang, 2)
Introduction to Linear Algebra (Gilbert Strang, 2) 4.24 avg rating — 689 ratings
24.
The Fractal Geometry of Nature
The Fractal Geometry of Nature 4.23 avg rating — 1,276 ratings
25.
Algebraic Topology
Algebraic Topology 4.12 avg rating — 341 ratings
26.
Naive Set Theory
Naive Set Theory 4.23 avg rating — 612 ratings
27.
Contemporary Abstract Algebra
Contemporary Abstract Algebra 4.05 avg rating — 448 ratings
28.
Mathematics: A Very Short Introduction
Mathematics: A Very Short Introduction 3.86 avg rating — 1,880 ratings
29.
Nonlinear Dynamics and Chaos: With Applications to Physics, Biology, Chemistry, and Engineering
Nonlinear Dynamics and Chaos: With Applications to Physics, Biology, Chemistry, and Engineering 4.38 avg rating — 1,511 ratings
30.
Proofs from THE BOOK
Proofs from THE BOOK 4.40 avg rating — 857 ratings
31.
The Elements of Statistical Learning: Data Mining, Inference, and Prediction
The Elements of Statistical Learning: Data Mining, Inference, and Prediction 4.43 avg rating — 1,867 ratings
32.
Structure and Interpretation of Computer Programs
Structure and Interpretation of Computer Programs 4.47 avg rating — 4,821 ratings
33.
Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems
Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems 4.70 avg rating — 9,977 ratings
34.
Introduction to Algorithms
Introduction to Algorithms 4.35 avg rating — 9,239 ratings
35.
An Introduction to Statistical Learning: with Applications in R
An Introduction to Statistical Learning: with Applications in R 4.59 avg rating — 2,296 ratings
36.
Calculus on Manifolds: A Modern Approach to Classical Theorems of Advanced Calculus
Calculus on Manifolds: A Modern Approach to Classical Theorems of Advanced Calculus 4.21 avg rating — 363 ratings
37.
The Pragmatic Programmer: Your Journey to Mastery
The Pragmatic Programmer: Your Journey to Mastery 4.33 avg rating — 23,512 ratings
38.
Algebra
Algebra 4.11 avg rating — 292 ratings
39.
Algebra
Algebra 4.10 avg rating — 123 ratings
40.
The Algorithm Design Manual
The Algorithm Design Manual 4.34 avg rating — 2,669 ratings
41.
Artificial Intelligence: A Modern Approach (Pearson Series in Artifical Intelligence)
Artificial Intelligence: A Modern Approach (Pearson Series in Artifical Intelligence) 4.20 avg rating — 4,386 ratings
42.
Human Compatible: AI and the Problem of Control
Human Compatible: AI and the Problem of Control 4.05 avg rating — 4,711 ratings
43.
Pattern Recognition and Machine Learning
Pattern Recognition and Machine Learning 4.32 avg rating — 1,882 ratings
44.
Deep Learning
Deep Learning 4.44 avg rating — 2,067 ratings
44.
Algebra (Graduate Texts in Mathematics, 211)
Algebra (Graduate Texts in Mathematics, 211) 4.10 avg rating — 211 ratings
46.
Mathematics and Its History
Mathematics and Its History 4.33 avg rating — 210 ratings
47.
Learn You a Haskell for Great Good!: A Beginner's Guide
Learn You a Haskell for Great Good!: A Beginner's Guide 4.30 avg rating — 2,368 ratings
48.
Cracking the Coding Interview: 189 Programming Questions and Solutions
Cracking the Coding Interview: 189 Programming Questions and Solutions 4.33 avg rating — 6,875 ratings
49.
the Art of Problem Solving, Volume 2: and Beyond
the Art of Problem Solving, Volume 2: and Beyond 4.58 avg rating — 120 ratings
50.
Book of Proof
Book of Proof 4.50 avg rating — 323 ratings
51.
The Art of Problem Solving, Volume 1: The Basics
The Art of Problem Solving, Volume 1: The Basics 4.36 avg rating — 247 ratings
52.
Mathematics: Its Content, Methods and Meaning (3 Volumes in One) (Dover Books on Mathematics)
Mathematics: Its Content, Methods and Meaning (3 Volumes in One) (Dover Books on Mathematics) 4.42 avg rating — 234 ratings
53.
Introduction to the Theory of Computation
Introduction to the Theory of Computation 4.24 avg rating — 2,091 ratings
54.
The C++ Programming Language
The C++ Programming Language 4.10 avg rating — 4,014 ratings
55.
Algorithms
Algorithms 4.42 avg rating — 1,814 ratings
56.
The Art of Computer Programming, Volume 1: Fundamental Algorithms
The Art of Computer Programming, Volume 1: Fundamental Algorithms 4.38 avg rating — 1,884 ratings
57.
Algebraic Geometry (Graduate Texts in Mathematics, 52)
Algebraic Geometry (Graduate Texts in Mathematics, 52) 4.21 avg rating — 140 ratings
58.
Compilers: Principles, Techniques, and Tools
Compilers: Principles, Techniques, and Tools 4.10 avg rating — 3,005 ratings
59.
A First Course in Abstract Algebra
A First Course in Abstract Algebra 3.96 avg rating — 348 ratings
60.
The Shape of Space (Textbooks in Mathematics)
The Shape of Space (Textbooks in Mathematics) 4.33 avg rating — 9 ratings
61.
Topics in Algebra
Topics in Algebra 4.18 avg rating — 188 ratings
62.
The UNIX Programming Environment
The UNIX Programming Environment 4.24 avg rating — 1,308 ratings
63.
Algebra
Algebra 4.43 avg rating — 126 ratings
64.
The Little Schemer
The Little Schemer 4.29 avg rating — 1,978 ratings
65.
Programming in Scala, Third Edition
Programming in Scala, Third Edition 4.22 avg rating — 1,660 ratings
66.
Convex Optimization
Convex Optimization 4.48 avg rating — 343 ratings
67.
Introduction to Real Analysis
Introduction to Real Analysis 3.98 avg rating — 308 ratings
68.
Functional Programming in Scala
Functional Programming in Scala 4.42 avg rating — 748 ratings
69.
Mathematical Analysis
Mathematical Analysis 4.07 avg rating — 164 ratings
70.
The Elements Of Computing Systems: Building A Modern Computer From First Principles
The Elements Of Computing Systems: Building A Modern Computer From First Principles 4.54 avg rating — 932 ratings
71.
Computer Networking: A Top-Down Approach
Computer Networking: A Top-Down Approach 4.07 avg rating — 2,215 ratings
71.
The Mathematical Theory of Communication
The Mathematical Theory of Communication 4.38 avg rating — 678 ratings
73.
Modern Operating Systems
Modern Operating Systems 4.15 avg rating — 2,179 ratings
74.
Reinforcement Learning: An Introduction (Adaptive Computation and Machine Learning series)
Reinforcement Learning: An Introduction (Adaptive Computation and Machine Learning series) 4.54 avg rating — 793 ratings
75.
The Hundred-Page Machine Learning Book
The Hundred-Page Machine Learning Book 4.25 avg rating — 1,377 ratings
76.
Thinking In Systems: A Primer
Thinking In Systems: A Primer 4.19 avg rating — 20,776 ratings
77.
Machine Learning: A Probabilistic Perspective
Machine Learning: A Probabilistic Perspective 4.34 avg rating — 520 ratings
78.
Bayesian Data Analysis
Bayesian Data Analysis 4.21 avg rating — 537 ratings
79.
Complexity: A Guided Tour
Complexity: A Guided Tour 4.11 avg rating — 3,426 ratings
80.
Fluent Python: Clear, Concise, and Effective Programming
Fluent Python: Clear, Concise, and Effective Programming 4.62 avg rating — 1,720 ratings
81.
Probability Theory: The Logic of Science
Probability Theory: The Logic of Science 4.41 avg rating — 648 ratings
82.
Introduction to Automata Theory, Languages, and Computation
Introduction to Automata Theory, Languages, and Computation 4.05 avg rating — 667 ratings
83.
Information Theory, Inference, and Learning Algorithms
Information Theory, Inference, and Learning Algorithms 4.52 avg rating — 481 ratings
83.
Human Compatible: Artificial Intelligence and the Problem of Control
Human Compatible: Artificial Intelligence and the Problem of Control 4.05 avg rating — 4,711 ratings
85.
The Art of Computer Programming, Volume 2: Seminumerical Algorithms
The Art of Computer Programming, Volume 2: Seminumerical Algorithms 4.43 avg rating — 521 ratings
86.
Computer Systems: A Programmer's Perspective
Computer Systems: A Programmer's Perspective 4.46 avg rating — 1,103 ratings
87.
Introduction to Computation and Programming Using Python
Introduction to Computation and Programming Using Python 4.23 avg rating — 493 ratings
88.
Operating Systems: Three Easy Pieces
Operating Systems: Three Easy Pieces 4.70 avg rating — 743 ratings
89.
Statistical Rethinking: A Bayesian Course with Examples in R and STAN
Statistical Rethinking: A Bayesian Course with Examples in R and STAN 4.70 avg rating — 510 ratings
90.
Types and Programming Languages
Types and Programming Languages 4.27 avg rating — 579 ratings
91.
Network Science
Network Science 4.38 avg rating — 175 ratings
92.
Elements of Information Theory 2nd Edition (Wiley Series in Telecommunications and Signal Processing)
Elements of Information Theory 2nd Edition (Wiley Series in Telecommunications and Signal Processing) 4.20 avg rating — 317 ratings
93.
Computational Complexity: A Modern Approach
Computational Complexity: A Modern Approach 4.32 avg rating — 134 ratings
94.
Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems
Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems 4.55 avg rating — 2,709 ratings
95.
The Art of Computer Programming: Volume 3: Sorting and Searching
The Art of Computer Programming: Volume 3: Sorting and Searching 4.42 avg rating — 509 ratings
96.
All of Statistics: A Concise Course in Statistical Inference
All of Statistics: A Concise Course in Statistical Inference 4.26 avg rating — 388 ratings
97.
Security Engineering: A Guide to Building Dependable Distributed Systems
Security Engineering: A Guide to Building Dependable Distributed Systems 4.21 avg rating — 696 ratings
98.
Theoretical Neuroscience: Computational And Mathematical Modeling of Neural Systems
Theoretical Neuroscience: Computational And Mathematical Modeling of Neural Systems 4.22 avg rating — 299 ratings
99.
An Introduction to Probability Theory and Its Applications, Volume 1
An Introduction to Probability Theory and Its Applications, Volume 1 4.31 avg rating — 161 ratings
100.
Seven Databases in Seven Weeks: A Guide to Modern Databases and the NoSQL Movement
Seven Databases in Seven Weeks: A Guide to Modern Databases and the NoSQL Movement 4.01 avg rating — 731 ratings
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