Information Theory, Inference, and Learning Algorithms by David J.C. MacKayIntroduction to Algorithms by Thomas H. CormenConceptual Mathematics by F. William LawvereAn Introduction To The Theory Of Numbers by G.H. HardyAn Invitation to Applied Category Theory by Brendan Fong
Mathematics and Foundations of Computer Science (University of Oxford)
13th out of 172 books — 27 voters
Calculus by Michael SpivakAlgebra by Paolo AluffiVisual Complex Analysis by Tristan NeedhamA Book of Abstract Algebra by Charles C. PinterPrinciples of Mathematical Analysis by Walter Rudin
Undergraduate Mathematics
51st out of 571 books — 37 voters

TREATISE OF HUMAN NATURE 2E REVISED NIDDITCH PAPER by David HumeBayesian Data Analysis by Professor in the Department...An Investigation of the Laws of Thought by George BooleFact, Fiction, and Forecast by GoodmanProbability Theory by E.T. Jaynes
Philosophy of Statistics
5th out of 101 books — 10 voters
Abstract Algebra by David S. DummitLinear Algebra Done Right by Sheldon AxlerPrinciples of Mathematical Analysis by Walter RudinReal and Complex Analysis by Walter RudinThe Princeton Companion to Mathematics by Timothy Gowers
Mathematics · Computer Science · Statistical Science · Machine Learning
81st out of 143 books — 30 voters

Mathematics for Machine Learning by Marc Peter DeisenrothThe Elements of Statistical Learning by Trevor HastieDeep Learning by Ian GoodfellowInformation Theory, Inference, and Learning Algorithms by David J.C. MacKayPattern Recognition and Machine Learning by Christopher M. Bishop
Mathematics for Machine Learning
9th out of 120 books — 13 voters
An Introduction to Statistical Learning by Gareth JamesBayesian Data Analysis by Professor in the Department...One Thousand Exercises in Probability by Geoffrey R. GrimmettNonlinear Dynamics and Chaos by Steven H. StrogatzProbability Theory by E.T. Jaynes
Statistical Science Year 2 (MCSL)
5th out of 13 books — 9 voters

Superintelligence by Nick BostromArtificial Intelligence by Stuart RussellDiscrete Mathematics and its Applications by Kenneth H. RosenIntroduction to the Theory of Computation by Michael SipserLinear Algebra Done Right by Sheldon Axler
A Guide to MIRI’s Research
8th out of 19 books — 8 voters
Doing Good Better by William MacAskillSuperintelligence by Nick BostromThe Life You Can Save by Peter SingerThinking, Fast and Slow by Daniel KahnemanThe Most Good You Can Do by Peter Singer
Effective Altruism Books
60th out of 261 books — 153 voters

High-Dimensional Probability by Roman VershyninDeep Learning by Ian GoodfellowA Geometric Approach to Differential Forms by David BachmanManifolds, Tensors, and Forms by Paul RentelnCalculus on Manifolds by Michael Spivak
A not-so-gentle introduction to information geometry: probability, statistics, information theory, and differential geometry
29th out of 58 books — 4 voters
Foundations of Modern Probability by Olav KallenbergProbability Theory by Achim KlenkeProbability Theory by E.T. JaynesAn Introduction to Probability Theory and Its Applications, V... by William FellerIntroduction to Probability by Joseph K. Blitzstein
Probability and Stochastic Processes (MMath)
3rd out of 50 books — 6 voters

Concrete Mathematics by Ronald GrahamThe Princeton Companion to Mathematics by Timothy GowersMathematical Methods in the Physical Sciences by Mary L. BoasLinear Algebra and Its Applications by Gilbert StrangDiv, Grad, Curl, and All That by Harry M. Schey
University Mathematics
6th out of 105 books — 6 voters
Probability Theory by E.T. JaynesEvolution's Eye by Susan OyamaGlaciers by Jorge Daniel TaillantBats by M. Brock FentonSeeing Like a Rover by Janet Vertesi
HAIL TO THE UNIVERSITY PRESSES
1st out of 90 books — 8 voters

The Black Swan by Nassim Nicholas TalebFooled by Randomness by Nassim Nicholas TalebModelling Extremal Events by Paul EmbrechtsDynamic Hedging by Nassim Nicholas TalebWhy Stock Markets Crash by Didier Sornette
The best risk related books: finance, mathematics, probability, fractals and nonlinear dynamics
12th out of 64 books — 5 voters
Doing Data Science by Cathy O'NeilAn Introduction to Statistical Learning by Gareth JamesAn Introduction to Probability Theory and Its Applications, V... by William FellerRegression and Other Stories by Andrew GelmanThe Book of Why by Judea Pearl
Only the best Probability, Applied Statistics and Data Science books
17th out of 36 books — 6 voters

The Structure of Scientific Revolutions by Thomas S. KuhnVision by David MarrIn the Land of Invented Languages by Arika OkrentThe Art of Memory by Frances A. YatesForaging Theory by David W. Stephens
Getting started in cognitive science (Gershman)
35th out of 36 books — 2 voters
Information Theory, Inference, and Learning Algorithms by David J.C. MacKayPattern Recognition and Machine Learning by Christopher M. BishopProbabilistic Reasoning in Intelligent Systems by Judea PearlProbability Theory by E.T. JaynesUnderstanding Machine Learning by Shai Shalev-Shwartz
kunstmatige intelligentie
4th out of 8 books — 1 voter

The Science of Logic by Georg Wilhelm Friedrich HegelRécoltes et semailles by Alexandre GrothendieckPleromatica, or Elsinore's Trance by Gabriel CatrenThe Blind Spot by Jean-Yves GirardIdeas by Edmund Husserl
Speculative World-System
81st out of 100 books — 1 voter
Studies in the history of statistics and probability by E.S. PearsonBayesian Epistemology by Luc BovensLogical Foundations of Probability by Rudolf CarnapMeaning and Necessity by Rudolf CarnapPutting Logic in Its Place by David Christensen
Bayesian Epistemology
14th out of 37 books — 1 voter

The Devil in the White City by Erik LarsonFreakonomics by Steven D. LevittA Short History of Nearly Everything by Bill BrysonGuns, Germs, and Steel by Jared DiamondOutliers by Malcolm Gladwell
Best Non-Fiction (no biographies)
1601st out of 6,256 books — 8,064 voters
Linear Algebra Done Right by Sheldon AxlerCalculus by Michael SpivakInfinite Powers by Steven H. StrogatzConcrete Mathematics by Ronald GrahamFlatland by Edwin A. Abbott
Teach Yourself University Mathematics
33rd out of 76 books — 6 voters

Calculus Made Easy by Silvanus Phillips ThompsonFifty Challenging Problems in Probability with Solutions by Frederick MostellerBasic Mathematics by Serge LangPrecalculus Mathematics in a Nutshell by George F. SimmonsThe Princeton Companion to Mathematics by Timothy Gowers
MATH
18th out of 50 books — 4 voters
Harry Potter and the Methods of Rationality by Eliezer YudkowskyGödel, Escher, Bach by Douglas R. HofstadterThinking, Fast and Slow by Daniel KahnemanThe Hitchhiker’s Guide to the Galaxy by Douglas AdamsThe Selfish Gene by Richard Dawkins
Ravenclaw's Rationality
65th out of 131 books — 86 voters

The Hunger Games by Suzanne CollinsPride and Prejudice by Jane AustenTo Kill a Mockingbird by Harper LeeHarry Potter and the Order of the Phoenix by J.K. RowlingThe Book Thief by Markus Zusak
Best Books Ever
35259th out of 77,150 books — 287,577 voters
Thinking, Fast and Slow by Daniel KahnemanHow the Mind Works by Steven PinkerRadical Embodied Cognitive Science by Anthony ChemeroDescartes' Error by António DamásioGödel, Escher, Bach by Douglas R. Hofstadter
Reddit Cognitive Science
37th out of 100 books — 15 voters

The Feynman Lectures on Physics by Richard P. FeynmanCosmos by Carl SaganLeading Hybrid and Remote Teams by Gleb TsipurskyIf This Is a Man / The Truce by Primo LeviAnimal by Smithsonian Institution
Non-Fiction, >4.30, >100 votes
108th out of 123 books — 26 voters


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