Not Pop-Science - Mathematics
1. 
Machine Learning: An Introduction Math Guide for Beginners to Understand Data Science Through the Business Applications
by:
Samuel Hack
4.39 avg rating β 23 ratings 2. 
Real and Complex Analysis (Higher Mathematics Series)
by:
Walter Rudin
4.29 avg rating β 455 ratings 
4. 
Inside Interesting Integrals (Undergraduate Lecture Notes in Physics)
by:
Paul J. Nahin
4.58 avg rating β 77 ratings 
4. 
8. 
Bayes' Theorem Examples: A Visual Introduction For Beginners
by:
Dan Morris
3.90 avg rating β 813 ratings 
8. 
12. 
Chases and Escapes: The Mathematics of Pursuit and Evasion
by:
Paul J. Nahin
3.76 avg rating β 46 ratings 12. 
Decision Trees and Random Forests: A Visual Introduction For Beginners: A Simple Guide to Machine Learning with Decision Trees
by:
Chris Smith
3.93 avg rating β 148 ratings 12. 
Principia Mathematica, by Isaac Newton (Ed. 1686)
by:
Isaac Newton
4.24 avg rating β 4,779 ratings 12. 
18. 
The Calculus Gallery: Masterpieces from Newton to Lebesgue
by:
William Dunham
4.44 avg rating β 172 ratings 18. 
Introductory Mathematics: Algebra And Analysis (Springer Undergraduate Mathematics Series)
by:
Geoff Smith
really liked it 4.00 avg rating β 26 ratings 20. 
22. 
The Knot Book: An Elementary Introduction to the Mathematical Theory of Knots 4.10 avg rating β 118 ratings
22. 
The Language of Mathematics: Making the Invisible Visible
by:
Keith Devlin
4.09 avg rating β 457 ratings 
24. 
Mathematics: The Science of Patterns: The Search for Order in Life, Mind and the Universe
by:
Keith Devlin
4.11 avg rating β 94 ratings 26. 
When Least Is Best: How Mathematicians Discovered Many Clever Ways to Make Things as Small (or as Large) as Possible
by:
Paul J. Nahin
4.01 avg rating β 67 ratings 
28. 
Four Colors Suffice: How the Map Problem Was Solved
by:
Robin J. Wilson
3.73 avg rating β 281 ratings 
37. 
Elementary Differential Equations and Boundary Value Problems, 11th Edition
by:
William E. Boyce
3.42 avg rating β 19 ratings 38. 
41. 
Groups, Rings and Fields (Springer Undergraduate Mathematics Series) 3.86 avg rating β 7 ratings
45. 
Hands-On Start to Wolfram Mathematica: and Programming with the Wolfram Language
by:
Cliff Hastings
4.20 avg rating β 15 ratings 46. 
Matlab: A Practical Introduction to Programming and Problem Solving 3.87 avg rating β 143 ratings
47. 
50. 
Div, Grad, Curl, and All That: An Informal Text on Vector Calculus
by:
Harry M. Schey
4.24 avg rating β 807 ratings 51. 
Symplectic 4-Manifolds and Algebraic Surfaces: Lectures given at the C.I.M.E. Summer School held in Cetraro, Italy, September 2-10, 2003 (C.I.M.E. Foundation Subseries)
by:
Denis Auroux
it was amazing 5.00 avg rating β 1 rating 52. 
Ordinary Differential Equations: Analysis, Qualitative Theory and Control (Springer Undergraduate Mathematics Series)
by:
Hartmut Logemann
0.00 avg rating β 0 ratings 53. 
Stability, Instability and Chaos: An Introduction to the Theory of Nonlinear Differential Equations (Cambridge Texts in Applied Mathematics, Series Number 11)
by:
Paul Glendinning
really liked it 4.00 avg rating β 10 ratings 54. 
Introduction to Projective Geometry (Dover Books on Mathematics)
by:
C. Ray Wylie
3.85 avg rating β 13 ratings 
57. 
Concrete Abstract Algebra: From Numbers to GrΓΆbner Bases
by:
Niels Lauritzen
3.47 avg rating β 15 ratings 58. 
Basic Stochastic Processes: A Course Through Exercises (Springer Undergraduate Mathematics Series) 4.33 avg rating β 3 ratings
59. 
Stochastic Calculus for Finance I: The Binomial Asset Pricing Model
by:
Steven E. Shreve
4.32 avg rating β 141 ratings 
61. 
Numerical Recipes: The Art of Scientific Computing
by:
William H. Press
4.32 avg rating β 158 ratings 62. 
Probability and Statistics by Example: Volume 1, Basic Probability and Statistics
by:
Yuri Suhov
liked it 3.00 avg rating β 2 ratings 63. 
Probability and Statistics by Example: Volume 2, Markov Chains: A Primer in Random Processes and their Applications
by:
Yuri Suhov
4.50 avg rating β 4 ratings 
65. 
Complex Analysis (Springer Undergraduate Mathematics Series)
by:
John M. Howie
4.05 avg rating β 20 ratings 
68. 
Introduction to Ring Theory (Springer Undergraduate Mathematics Series)
by:
Paul M. Cohn
4.17 avg rating β 6 ratings 
70. 
Elementary Fluid Dynamics (Oxford Applied Mathematics and Computing Science Series)
by:
D.J. Acheson
3.92 avg rating β 40 ratings 
73. 
Flight Vehicle Aerodynamics by Drela, Mark (2014) Paperback
by:
MarkDrela
4.54 avg rating β 13 ratings 
76. 
Linear Functional Analysis (Springer Undergraduate Mathematics Series)
by:
Bryan P. Rynne
really liked it 4.00 avg rating β 15 ratings 77. 
Introductory Functional Analysis with Applications
by:
Erwin Kreyszig
4.28 avg rating β 250 ratings 78. 
Microlocal Analysis: An Introduction to Geometric Scattering Theory
by:
Richard Melrose
0.00 avg rating β 0 ratings 79. 
Multivariate Calculus and Geometry (Springer Undergraduate Mathematics Series)
by:
Sean Dineen
liked it 3.00 avg rating β 3 ratings 
83. 
Analytic Methods for Partial Differential Equations (Springer Undergraduate Mathematics Series)
by:
Gwynne Evans
really liked it 4.00 avg rating β 3 ratings 84. 
Matrix Computations (Johns Hopkins Studies in Mathematical Sciences)(3rd Edition)
by:
Gene H. Golub
4.26 avg rating β 148 ratings 
86. 
Brownian Motion (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 30)
by:
Peter MΓΆrters
really liked it 4.00 avg rating β 4 ratings 87. 
Brownian Motion and Stochastic Calculus (Graduate Texts in Mathematics, 113)
by:
Ioannis Karatzas
3.89 avg rating β 46 ratings 88. 
Stochastic Differential Equations: An Introduction with Applications
by:
Bernt Γksendal
4.08 avg rating β 78 ratings 89. 
Numerical Solution of Stochastic Differential Equations (Stochastic Modelling and Applied Probability, 23)
by:
Peter E. Kloeden
3.92 avg rating β 12 ratings 90. 
Stochastic Calculus Models for Finance II: Continuous Time Models
by:
Steven E. Shreve
4.44 avg rating β 156 ratings 91. 
Financial Calculus: An Introduction to Derivative Pricing
by:
Martin Baxter
3.92 avg rating β 76 ratings 
93. 
Introduction to Stochastic Dynamic Programming
by:
Sheldon M. Ross
really liked it 4.00 avg rating β 7 ratings 
95. 
Continuous-time Stochastic Control and Optimization with Financial Applications (Stochastic Modelling and Applied Probability, 61)
by:
Huyen Pham
really liked it 4.00 avg rating β 2 ratings 96. 
An Introduction to Generalized Linear Models, Third Edition really liked it 4.00 avg rating β 37 ratings
98. 
Extending the Linear Model with R: Generalized Linear, Mixed Effects and Nonparametric Regression Models 3.98 avg rating β 55 ratings
99. 
An Introduction to Statistical Learning: with Applications in R
by:
Gareth James
4.59 avg rating β 2,296 ratings 100. 
The Elements of Statistical Learning: Data Mining, Inference, and Prediction
by:
Trevor Hastie
4.43 avg rating β 1,867 ratings