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.

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)
The Hundred-Page Machine Learning Book
Machine Learning: A Probabilistic Perspective
Deep Learning with Python
Python Machine Learning
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
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
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
134 books — 121 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
The Author's AI Toolkit by Hank QuenseMachine Learning by Samuel HackZero Point Emotion by Elias VossThreshold by Fabio  MarianiMachine Learning Mathematics by Samuel Hack
Must Read AI Books
23 books — 30 voters

A.R. Merrydew
If you could travel back in time, you would miss out on all of the mistakes you made. You would undoubtedly be someone very different. Long live my past and my mistakes.
A.R. Merrydew

What are popular Machine Learning algorithms?
Machine Learning, Machine Learning Proceedings 1989

More quotes...
Group to discuss books on Machine Learning
4 members, last active 11 years ago
Sidewalk Machine Learning Books for machine learning
3 members, last active 10 years ago
Somos unos wns que leen.
1 member, last active 7 years ago
Computer Vision Muhammed Cinsdikici - ComVIS Lab
5 members, last active 8 years ago