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)

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

Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications

Reinforcement Learning: An Introduction (Adaptive Computation and Machine Learning)

Machine Learning (McGraw-Hill International Editions Computer Science Series)

The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World

Information Theory, Inference, and Learning Algorithms

Artificial Intelligence: A Modern Approach

More machine learning books...

Lists

Designing Multi-Agent Systems by Victor Dibia

Generative AI Design Patterns by Valliappa Lakshmanan

Building Applications with AI Agents by Michael Albada

Build a Large Language Model by Sebastian Raschka

Best AI Agents Books

4 books — 1 voter

An Introduction to Statistical Learning by Gareth James

One Thousand Exercises in Probability by Geoffrey R. Grimmett

Nonlinear Dynamics and Chaos by Steven H. Strogatz

Statistical Science Year 2 (MCSL)

13 books — 9 voters

At the Interface of Algebra and Statistics by Tai-Danae Bradley

Mathematics for Human Flourishing by Francis Su

Quantum Computation and Quantum Information by Michael A. Nielsen

Categories for the Working Mathematician by Saunders Mac Lane

Category Theory in Context by Emily Riehl

At the Interface of Algebra and Statistics: Quantum Physics, Machine Learning, and Category Theory

23 books — 5 voters

Gödel, Escher, Bach by Douglas R. Hofstadter

The Human Use of Human Beings by Norbert Wiener

Algorithms to Live By by Brian Christian

Books on (machine) learning - how we and computers learn and 'think'

21 books — 5 voters

The Singularity is Coming by Tony Thorne

The next big thing in tech

34 books — 31 voters

Machine Learning Mathematics by Samuel Hack

Must Read AI Books

18 books — 27 voters

Featured News & Interviews

Readers’ Most Anticipated New Books for April

Read »

Quotes Tagged “Machine Learning”

“ As soon as something incredible happens, and I think I can take on the world, then boom, a warhead drops a payload on me. ”
― H. Meadow Hopewell, Rage Against the Machine

30 likes

“ Intelligence without perspective enhances machines while reducing mind to afterthought. ”
― Abhijit Naskar, Hazrat-e Humanity: The Uncultured Polyglot

0 likes

More quotes...