Readers' Most Anticipated Books for Fall 2025

Listopia > Computer Science Book Lists

Introduction to Computation and Programming Using Python by John V. GuttagComputational Mathematics with SageMath by Paul ZimmermannThe Science of Computing by Matti TedreIntroduction to Applied Linear Algebra by Stephen BoydNumerical Methods in Physics with Python by Alex Gezerlis
Computer Science Year 1 (MCSL)
10 books — 11 voters
Statistical Rethinking by Richard McElreathProbability by Geoffrey R. GrimmettIntroduction to Probability by Joseph K. BlitzsteinFirst Course in Probability, A by Sheldon M. RossTime Series by Robert H. Shumway
Statistical Science Year 1 (MCSL)
12 books — 11 voters

Human Compatible by Stuart RussellThe Hundred-Page Machine Learning Book by Andriy BurkovHands-On Machine Learning with Scikit-Learn, Keras, and Tenso... by Aurélien GéronSuperintelligence by Nick BostromMathematics for Machine Learning by Marc Peter Deisenroth
Machine Learning Year 1 (MCSL)
7 books — 11 voters
Abstract Algebra by David S. DummitLinear Algebra and Its Applications by Gilbert StrangLinear Algebra Done Right by Sheldon AxlerA Book of Abstract Algebra by Charles C. PinterContemporary Abstract Algebra by Joseph A. Gallian
Mathematics Year 2 (MCSL)
51 books — 10 voters

Introduction to Algorithms by Thomas H. CormenAlgorithms by Robert SedgewickConcrete Mathematics by Ronald GrahamThe Algorithm Design Manual by Steven S. SkienaDesigning Data-Intensive Applications by Martin Kleppmann
Computer Science Year 2 (MCSL)
19 books — 10 voters
Computational Complexity by Sanjeev AroraTypes and Programming Languages by Benjamin C. PierceThe C Programming Language by Brian W. KernighanThe Art of Computer Programming, Volume 1 by Donald Ervin KnuthThe Art of Computer Programming, Volume 2 by Donald Ervin Knuth
Computer Science Year 4 (MCSL)
25 books — 10 voters

The Elements of Statistical Learning by Trevor HastieProbability and Measure by Patrick BillingsleyFoundations of Modern Probability by Olav KallenbergAn Introduction to Probability Theory and Its Applications, V... by William FellerStatistical Inference by George Casella
Statistical Science Year 3 (MCSL)
41 books — 10 voters
Algebra by Serge LangAlgebraic Geometry by Robin HartshorneCommutative Algebra by David EisenbudAlgebraic Number Theory by Serge LangPartial Differential Equations by Lawrence C. Evans
Mathematics Year 4 (MCSL)
40 books — 9 voters

Structure and Interpretation of Computer Programs by Harold AbelsonIntroduction to the Theory of Computation by Michael SipserLearn You a Haskell for Great Good! by Miran LipovačaThe Little Schemer by Daniel P. FriedmanFunctional Programming in Scala by Rúnar Bjarnason
Computer Science Year 3 (MCSL)
56 books — 9 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)
13 books — 9 voters

Foundations of Data Science by Avrim BlumStochastic Differential Equations by Bernt ØksendalAlgebraic Geometry and Statistical Learning Theory by Sumio WatanabeProbability on Trees and Networks by Russell LyonsAlgebraic Statistics by Seth Sullivant
Statistical Science Year 4 (MCSL)
20 books — 9 voters
Reinforcement Learning by Richard S. SuttonInformation Theory, Inference, and Learning Algorithms by David J.C. MacKayPattern Recognition and Machine Learning by Christopher M. BishopFoundations of Machine Learning by Mehryar MohriHandbook of Practical Logic and Automated Reasoning by John E. Harrison
Machine Learning Year 3 (MCSL)
32 books — 9 voters

Designing Data-Intensive Applications by Martin KleppmannThe Software Architect Elevator by Gregor HohpeFundamentals of Software Architecture by Mark RichardsThinking In Systems by Donella H. MeadowsDomain-Driven Design by Eric Evans
The Most Popular Software Architecture Books on Goodreads
100 books — 8 voters
Artificial Intelligence by Stuart RussellDeep Learning by Ian GoodfellowIntroduction to Machine Learning by Ethem AlpaydinMachine Learning by Kevin P. MurphyUnderstanding Machine Learning by Shai Shalev-Shwartz
Machine Learning Year 2 (MCSL)
5 books — 8 voters

Algorithmic Game Theory by Noam NisanTheoretical Neuroscience by Peter DayanLearning Theory by Felipe CuckerThe Handbook of Computational Linguistics and Natural Languag... by Alexander ClarkSpringer Handbook of Robotics by Bruno Siciliano
Machine Learning Year 4 (MCSL)
13 books — 8 voters
Real and Complex Analysis by Walter RudinPrinciples of Mathematical Analysis by Walter RudinAlgebra by Thomas W. HungerfordIntroduction To Commutative Algebra by Atiyah M.F.Representations and Characters of Groups by Gordon James
Mathematics Year 3 (MCSL)
81 books — 7 voters

Computational Complexity by Sanjeev AroraQuantum Computation and Quantum Information by Michael A. NielsenIntroduction to the Theory of Computation by Michael SipserThe Nature of Computation by Cristopher MooreIntroduction to Algorithms by Thomas H. Cormen
Theoretical Computer Science (MMath)
57 books — 6 voters
Staff Engineer by Will LarsonDesigning Data-Intensive Applications by Martin KleppmannThe Pragmatic Programmer by Andy HuntBuilding a Career in Software by Daniel HellerRefactoring by Martin Fowler
Software Engineering Books
25 books — 6 voters

At the Interface of Algebra and Statistics by Tai-Danae BradleyMathematics for Human Flourishing by Francis SuQuantum Computation and Quantum Information by Michael A. NielsenCategories for the Working Mathematician by Saunders Mac LaneCategory Theory in Context by Emily Riehl
At the Interface of Algebra and Statistics: Quantum Physics, Machine Learning, and Category Theory
23 books — 5 voters
Game Sound by Karen CollinsPlaying Along by Kiri MillerFinal Fantasy VI by Sebastian DekenNostalgia and Videogame Music by Can AksoyMusic Supervision, 2nd Edition by Ramsay Adams
Video Game Music and Sound
24 books — 3 voters

Numerical Methods in Matrix Computations by Åke BjörckLAPACK Users' Guide by E. AndersonTemplates for the Solution of Algebraic Eigenvalue Problems by Zhaojun BaiTemplates for the Solution of Linear Systems by Richard BarrettDirect Methods for Sparse Linear Systems by Timothy A. Davis
Scientific Computing for DPhil students (University of Oxford)
16 books — 2 voters
Fundamentals of Music Processing by Meinhard MüllerDesigning Sound by Andy FarnellIntroduction to Computer Music by Nick CollinsHarmony for Computer Musicians by Michael HewittComposition for Computer Musicians by Michael Hewitt
COMP0038 Computer Music (UCL)
18 books — 2 voters

Head First Python by Paul BarryPython Programming by John ZelleThink Python by Allen B. DowneyLearning Python by Mark LutzComputational Physics by Nicholas J. Giordano
Open Syllabus Python Books
83 books — 2 voters
System Design Interview – An insider's guide by Alex XuA Philosophy of Software Design by John OusterhoutAgile Application Security by Laura BellBuilding Evolutionary Architectures by Neal FordBuilding Microservices by Sam Newman
Architecture & System Design Books
19 books — 2 voters

Think Like a Programmer by V. Anton SpraulBayesian Statistics the Fun Way by Will KurtWrite Great Code, Volume 3 by Randall HydeC++ Crash Course by Josh LospinosoEffective C by Robert C. Seacord
Humble Book Bundle: Learn You More Code by No Starch Press
15 books — 1 voter
Biologically Inspired Design by Torben A. Lenau5g Mobile Networks by Larry PetersonBlockchain Platforms by Stijn Van HijfteBlocks and Chains by Aljosha JudmayerConversational AI by Michael McTear
Cutting Edge Tech by Morgan Claypool
15 books — 1 voter

Основы информатики и вычислительной техники, часть I by А.П. Ершов
Основы информатики и вычислительной техники
1 book — 1 voter
The Art of Game Design by Jesse Schell
Computer Science and Game Development Books
1 book — 1 voter

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