Big Books of 2026
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
Reinforcement Learning: An Introduction (Adaptive Computation and Machine Learning)
Machine Learning (McGraw-Hill International Editions Computer Science Series)
Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications
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

Deep Learning for Coders with Fastai and Pytorch by Jeremy HowardAn Introduction to Statistical Learning by Gareth JamesThe Elements of Statistical Learning by Trevor Hastie
Learning Deeper
3 books — 1 voter
AI Doctor by Ronald M. RazmiPattern Recognition and Machine Learning by Christopher M. BishopUnmasking AI by Joy BuolamwiniThe Coming Wave by Mustafa SuleymanThe Elements of Statistical Learning by Trevor Hastie
Machine Learning
102 books — 112 voters

The Author's AI Toolkit by Hank QuenseMachine Learning by Samuel HackZero Point Emotion by Elias VossMachine Learning Mathematics by Samuel HackWho's Afraid of AI? by Thomas Ramge
Must Read AI Books
16 books — 25 voters
Hands-On Machine Learning with Scikit-Learn and TensorFlow by Aurélien GéronDeep Learning by Ian GoodfellowMachine Learning with PyTorch and Scikit-Learn by Sebastian RaschkaBuild a Large Language Model by Sebastian RaschkaDesigning Machine Learning Systems by Chip Huyen
Machine Learning Engineering
24 books — 1 voter

Introduction to Quantum Mechanics by David J. GriffithsThe Elements of Statistical Learning by Trevor HastieModern Quantum Mechanics by J.J. SakuraiOptions, Futures and Other Derivatives by John C. HullClassical Mechanics by Charles P. Poole Jr.
Mathematics Part II (University of Cambridge)
174 books — 12 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

Quotes Tagged “Machine Learning”

Pedro Domingos
“ People worry that computers will get too smart and take over the world, but the real problem is that they're too stupid and they've already taken over the world. ...more ”
― Pedro Domingos
56 likes

“ The machines have not just taken our jobs. They have freed us from the lie that we are our jobs. ”
― Emad Mostaque
0 likes

More quotes...

Videos Tagged “Machine Learning”

Female Machine Learning Book Trailer
Female Machine Learning Book Trailer
Online Book Talk Live 28 August, 2020
Online Book Talk Live 28 August, 2020
More videos...

Groups Tagged "Machine Learning"

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
Sidewalk Machine Learning Books for machine learning
3 members, last active 9 years ago
BookWorms This group is for anyone who loves to read different genres. Every month we have book of the mon…more
10 members, last active 3 years ago
Group to discuss books on Machine Learning
4 members, last active 11 years ago