Goodreads Choice Awards 2025
Genres

Machine Learning

Machine learning (ML) is a field of study in artificial intelligence concerned with the development and study of statistical algorithms that can learn from data and generalize to unseen data, and thus perform tasks without explicit instructions.

Machine Learning Books

Hands-On Machine Learning with Scikit-Learn and TensorFlow
Pattern Recognition and Machine Learning (Information Science and Statistics)
Deep Learning
The Elements of Statistical Learning: Data Mining, Inference, and Prediction
An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)
Machine Learning: A Probabilistic Perspective
The Hundred-Page Machine Learning Book
Deep Learning with Python
Python Machine Learning
Machine Learning (McGraw-Hill International Editions Computer Science Series)
Reinforcement Learning: An Introduction (Adaptive Computation and Machine Learning)
The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World
Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications
Information Theory, Inference, and Learning Algorithms
Artificial Intelligence: A Modern Approach
More machine learning books...

Lists

The Signal and the Noise by Nate SilverThe Elements of Statistical Learning by Trevor HastieMoneyball by Michael LewisThe Visual Display of Quantitative Information by Edward R. TufteAn Introduction to Statistical Learning by Gareth James
Data Science - Learning About Data
133 books — 121 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
120 books — 12 voters

Abstract Algebra by David S. DummitLinear Algebra Done Right by Sheldon AxlerPrinciples of Mathematical Analysis by Walter RudinLinear Algebra and Its Applications by Gilbert StrangReal and Complex Analysis by Walter Rudin
Mathematics · Computer Science · Statistical Science · Machine Learning
143 books — 31 voters
AI Superpowers by Kai-Fu LeeThe Coming Wave by Mustafa SuleymanCo-Intelligence by Ethan MollickA Brief History of Artificial Intelligence by Michael WooldridgeHow Data Happened by Chris Wiggins
AI Books
8 books — 1 voter

Learning Deep Learning by Magnus EkmanIntroduction to LLMs for Business Leaders by I. AlmeidaThe AI Revolution in Medicine by Peter LeeGenerative AI For Business Leaders by I. AlmeidaQuick Start Guide to Large Language Models by Sinan Ozdemir
Humble Book Bundle : AI, Machine Learning, Deep Learning, and LLM by Pearson
22 books — 2 voters
Calculus by Michael SpivakHow to Solve It by George PólyaHow to Prove It by Daniel J. VellemanUnderstanding Analysis by Stephen AbbottIntroduction to Linear Algebra by Gilbert Strang
Mathematics Year 1 (MCSL)
44 books — 14 voters

Quotes Tagged “Machine Learning”

James Rickards
“ AI creates its own fog. The more sophisticated the algorithms, the less developers and engineers understand how the output emerges. ”
― James Rickards, MoneyGPT: AI and the Threat to the Global Economy
0 likes

Amit Ray
“ Artificial intelligence is defined as the branch of science and technology that is concerned with the study of software and hardware to provide machines with the ability to learn insights from data and the environment, and the ability to adapt to changing situations with increasing precision, accuracy, and speed. ”
― Amit Ray, Compassionate Artificial Superintelligence AI 5.0
13 likes

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Videos Tagged “Machine Learning”

Data Science in 2016: Moving up
Data Science in 2016: Moving up
Male-Machine Learning promo
Male-Machine Learning promo
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Groups Tagged "Machine Learning"

Sidewalk Machine Learning Books for machine learning
3 members, last active 9 years ago
Robotics geeks in this group we will share our vision and experience in Robotics Engineering. It doesn't matter…more
5 members, last active 13 years ago
Group to discuss books on Machine Learning
4 members, last active 11 years ago
Sounding History Podcast A group for listening and conversations about listening, from the production team behind the pod…more
7 members, last active 4 years ago