AI & Machine Learning
267 books, ranked by score.
2007–2026Gödel, Escher, Bach
Douglas R. Hofstadter
Recommended by 505 · mentioned by 1,055505 recommend · 1,055 mention505 recommend · 1,055505 recommend
2007–2026The Elements of Statistical Learning
Trevor Hastie, Robert Tibshirani, Jerome Friedman
Recommended by 144 · mentioned by 227144 recommend · 227 mention144 recommend · 227144 recommend
2007–2026I Am a Strange Loop
Douglas R. Hofstadter
Recommended by 101 · mentioned by 204101 recommend · 204 mention101 recommend · 204101 recommend
2014–2026Superintelligence
Nick Bostrom
Recommended by 92 · mentioned by 17892 recommend · 178 mention92 recommend · 17892 recommend
2007–2026On intelligence
Jeff Hawkins, Sandra Blakeslee
Recommended by 114 · mentioned by 173114 recommend · 173 mention114 recommend · 173114 recommend
2008–2026The society of mind
Marvin Minsky
Recommended by 60 · mentioned by 15360 recommend · 153 mention60 recommend · 15360 recommend
2007–2026Artificial Intelligence
Stuart J. Russell, Peter Norvig
Recommended by 60 · mentioned by 13660 recommend · 136 mention60 recommend · 13660 recommend
2007–2026Paradigms of Artificial Intelligence
Peter Norvig
Recommended by 63 · mentioned by 10863 recommend · 108 mention63 recommend · 10863 recommend
2007–2025Programming Collective Intelligence
Toby Segaran
Recommended by 86 · mentioned by 11986 recommend · 119 mention86 recommend · 11986 recommend
Emperor's New Mind
Roger Penrose
Recommended by 37 · mentioned by 11237 recommend · 112 mention37 recommend · 11237 recommend
2016–2026Weapons of Math Destruction
Cathy O'Neil
Recommended by 68 · mentioned by 11268 recommend · 112 mention68 recommend · 11268 recommend
2014–2026Introduction to Statistical Learning
Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani
Recommended by 85 · mentioned by 10885 recommend · 108 mention85 recommend · 10885 recommend
2007–2026Pattern Recognition and Machine Learning
Christopher M. Bishop
Recommended by 80 · mentioned by 10480 recommend · 104 mention80 recommend · 10480 recommend
2007–2026The Singularity Is Near
Ray Kurzweil
Recommended by 30 · mentioned by 10330 recommend · 103 mention30 recommend · 10330 recommend
2007–2026Information Theory, Inference & Learning Algorithms
David J.C. MacKay
Recommended by 77 · mentioned by 9377 recommend · 93 mention77 recommend · 9377 recommend
2007–2026Metamagical Themas
Douglas R. Hofstadter
Recommended by 45 · mentioned by 8445 recommend · 84 mention45 recommend · 8445 recommend
2015–2026Deep Learning
Ian Goodfellow, Yoshua Bengio, Aaron Courville, Francis Bach
Recommended by 44 · mentioned by 8244 recommend · 82 mention44 recommend · 8244 recommend
2014–2024Neural Networks and Deep Learning
Charu C. Aggarwal
Recommended by 72 · mentioned by 7472 recommend · 74 mention72 recommend · 7472 recommend
2016–2026Deep Learning with Python
Francois Chollet, Matthew Watson
Recommended by 36 · mentioned by 5336 recommend · 53 mention36 recommend · 5336 recommend
2012–2026Python For Data Analysis
Wes McKinney
Recommended by 29 · mentioned by 5229 recommend · 52 mention29 recommend · 5229 recommend
2008–2026The age of spiritual machines
Ray Kurzweil
Recommended by 13 · mentioned by 5013 recommend · 50 mention13 recommend · 5013 recommend
2020–2026A Thousand Brains
Jeff Hawkins
Recommended by 23 · mentioned by 4723 recommend · 47 mention23 recommend · 4723 recommend
2008–2026Speech and language processing
Dan Jurafsky, Daniel Jurafsky, James H. Martin
Recommended by 41 · mentioned by 4541 recommend · 45 mention41 recommend · 4541 recommend
2016–2024R for Data Science
Hadley Wickham, Garrett Grolemund
Recommended by 40 · mentioned by 4340 recommend · 43 mention40 recommend · 4340 recommend
2017–2026Life 3.0
Max Tegmark
Recommended by 25 · mentioned by 4525 recommend · 45 mention25 recommend · 4525 recommend
2009–2024Introduction to information retrieval
Christopher D. Manning, Prabhakar Raghavan, Hinrich Schütze
Recommended by 41 · mentioned by 4441 recommend · 44 mention41 recommend · 4441 recommend
2015–2024The Master Algorithm
Pedro Domingos
Recommended by 23 · mentioned by 4023 recommend · 40 mention23 recommend · 4023 recommend
2011–2025Learning From Data
Yaser S. Abu-Mostafa
Recommended by 31 · mentioned by 4131 recommend · 41 mention31 recommend · 4131 recommend
2008–2026Perceptrons
Marvin Minsky, Seymour Papert, Léon Bottou
Recommended by 4 · mentioned by 394 recommend · 39 mention4 recommend · 394 recommend
2012–2023How to Create a Mind
Ray Kurzweil
Recommended by 10 · mentioned by 3610 recommend · 36 mention10 recommend · 3610 recommend
2025–2026If Anyone Builds It, Everyone Dies
Eliezer Yudkowsky, Nathaniel Soares
Recommended by 6 · mentioned by 356 recommend · 35 mention6 recommend · 356 recommend
Dive into Deep Learning
Aston Zhang, Zachary C. Lipton, Mu Li, Alexander J. Smola
Recommended by 30 · mentioned by 3530 recommend · 35 mention30 recommend · 3530 recommend
2015–2023Data science from scratch
Joel Grus
Recommended by 22 · mentioned by 3322 recommend · 33 mention22 recommend · 3322 recommend
Probabilistic Machine Learning
Kevin P. Murphy
Recommended by 27 · mentioned by 3527 recommend · 35 mention27 recommend · 3527 recommend
2007–2026Probabilistic robotics
Sebastian Thrun, Dieter Fox, Wolfram Burgard
Recommended by 26 · mentioned by 3426 recommend · 34 mention26 recommend · 3426 recommend
2008–2026Fluid Concepts and Creative Analogies
Douglas R. Hofstadter, Fluid Analogies Research Group
Recommended by 17 · mentioned by 3117 recommend · 31 mention17 recommend · 3117 recommend
2008–2026Shadows of the mind
Roger Penrose
Recommended by 13 · mentioned by 3113 recommend · 31 mention13 recommend · 3113 recommend
2008–2026The emotion machine
Marvin Minsky, Mercedes García Garmilla
Recommended by 16 · mentioned by 3116 recommend · 31 mention16 recommend · 3116 recommend
Empire of AI
Karen Hao
Recommended by 13 · mentioned by 3213 recommend · 32 mention13 recommend · 3213 recommend
2010–2026Reinforcement Learning
Richard S. Sutton
Recommended by 18 · mentioned by 3018 recommend · 30 mention18 recommend · 3018 recommend
2012–2025Machine learning
Kevin P. Murphy
Recommended by 15 · mentioned by 2815 recommend · 28 mention15 recommend · 2815 recommend
2018–2026AI superpowers
Kai-Fu Lee
Recommended by 14 · mentioned by 2814 recommend · 28 mention14 recommend · 2814 recommend
2009–2023Natural Language Processing With Python
Edward Loper, Steven Bird, Ewan Klein
Recommended by 25 · mentioned by 2825 recommend · 28 mention25 recommend · 2825 recommend
2007–2026Machine Learning
Tom M. Mitchell
Recommended by 16 · mentioned by 2716 recommend · 27 mention16 recommend · 2716 recommend
2008–2026Prey
Michael Crichton
Recommended by 9 · mentioned by 279 recommend · 27 mention9 recommend · 279 recommend
What computers can't do
Hubert L. Dreyfus
Recommended by 5 · mentioned by 235 recommend · 23 mention5 recommend · 235 recommend
2014–2026Foundations of Data Science
Avrim Blum, John Hopcroft, Ravindran Kannan
Recommended by 7 · mentioned by 247 recommend · 24 mention7 recommend · 247 recommend
2013–2026Data Smart
John W. Foreman
Recommended by 20 · mentioned by 2220 recommend · 22 mention20 recommend · 2220 recommend
2010–2026The sciences of the artificial
Herbert Alexander Simon
Recommended by 11 · mentioned by 2111 recommend · 21 mention11 recommend · 2111 recommend
2010–2025Visual Explanations
Edward R. Tufte
Recommended by 11 · mentioned by 2111 recommend · 21 mention11 recommend · 2111 recommend
2011–2023Mining of massive datasets
Anand Rajaraman, Jeffrey D. Ullman, Jure Leskovec
Recommended by 17 · mentioned by 2017 recommend · 20 mention17 recommend · 2017 recommend
2011–2023Bayesian reasoning and machine learning
David Barber
Recommended by 15 · mentioned by 2015 recommend · 20 mention15 recommend · 2015 recommend
2019–2025Mathematics for Machine Learning
Marc Peter Deisenroth, A. Aldo Faisal, Cheng Soon Ong
Recommended by 20 · mentioned by 2020 recommend · 20 mention20 recommend · 2020 recommend
2019–2026Invisible Women
Caroline Criado Perez
Recommended by 13 · mentioned by 1813 recommend · 18 mention13 recommend · 1813 recommend
2012–2023Machine learning for hackers
Drew Conway
Recommended by 6 · mentioned by 186 recommend · 18 mention6 recommend · 186 recommend
2016–2023Hands-On Machine Learning with Scikit-Learn and TensorFlow
Aurélien Géron
Recommended by 16 · mentioned by 1816 recommend · 18 mention16 recommend · 1816 recommend
2020–2026Human Compatible
Stuart J. Russell
Recommended by 9 · mentioned by 189 recommend · 18 mention9 recommend · 189 recommend
The age of em
Robin Hanson
Recommended by 7 · mentioned by 177 recommend · 17 mention7 recommend · 177 recommend
2007–2026Artificial life
Steven Levy
Recommended by 13 · mentioned by 1413 recommend · 14 mention13 recommend · 1413 recommend
2009–2025Foundations of Statistical Natural Language Processing
Christopher Manning, Hinrich Schütze
Recommended by 15 · mentioned by 1615 recommend · 16 mention15 recommend · 1615 recommend