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

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

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

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

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Lists

Artificial Intelligence by Stuart Russell

Introduction to Machine Learning by Ethem Alpaydin

Understanding Machine Learning by Shai Shalev-Shwartz

Machine Learning Year 2 (MCSL)

5 books — 8 voters

Introduction to Algorithms by Thomas H. Cormen

An Introduction to Statistical Learning by Gareth James

Pattern Recognition and Machine Learning by Christopher M. Bishop

The Algorithm Design Manual by Steven S. Skiena

Computer Science, Machine Learning and Data Science

43 books — 82 voters

The Alignment Problem by Brian Christian

The Age of AI and Our Human Future by Henry Kissinger

The Future of Human and Machine

186 books — 112 voters

Best machine learning books

86 books — 78 voters

A Brief History of Artificial Intelligence by Michael Wooldridge

AI Books

9 books — 2 voters

Mathematics for Machine Learning by Marc Peter Deisenroth

The Elements of Statistical Learning by Trevor Hastie

Information Theory, Inference, and Learning Algorithms by David J.C. MacKay

Mathematics for Machine Learning

120 books — 13 voters

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Quotes Tagged “Machine Learning”

“ Androids with Artificial Intelligence have no heart or soul. They will make our perfect masters. ”
― A.R. Merrydew

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“ Don't waste your time on the dilemma of, to use or not to use ai, ask instead, how can you use ai in your particular field, without compromising your integrity! It's not about avoiding ai, it's about delegating menial tasks to ai - fire, steam, electricity, internet, ai, these are all tools, sooner or later you will adopt it, and this comes from a person whose literature was heisted without consent to train algorithms, among many other living writers. AI is a radically new territory, even the ...more ”
― Abhijit Naskar, With Love From A Blue Rock

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