📚 Machine Learning

Programs that fit themselves to data: the statistical learning tradition, its models, and its current reign.

Below are the 30 works carrying the subject machine learning in the Open Library catalogue with the most editions in print. Author and first year are as the record states them; a missing year means the record does not carry one, not that the book is undated. Novels set in the subject are left out, because a list of historical fiction is not a list of history. Where one author dominates the reprint counts, no more than two of their titles appear.

Cover	Title	Author	First published	Editions
	Advanced Computing and Systems for Security	Rituparna Chaki	2015	18
	Advances in artificial intelligence	Canadian Society for Computational Studies of Intelligence. Conference	1996	13
	First Course in Machine Learning	Simon Rogers	2011	11
	Machine Learning and Knowledge Discovery in Databases	Albert Bifet	2015	11
	Machine learning	Stephen Marsland	2009	9
	Machine Learning	Jason Bell	2014	9
	Reinforcement Learning	Richard S. Sutton	1992	8
	Maschinelles Lernen	Ethem Alpaydin	2008	8
	Encyclopedia of Data Science and Machine Learning	John Wang	2022	8
	Deep Learning with Python	Francois Chollet	2017	7
	Machine learning	John Robert Anderson	1982	6
	Foundations of machine learning	Mehryar Mohri	2012	6
	Optimal Learning	Warren B. Powell	2012	6
	Machine Learning For Dummies	John Paul Mueller	2016	6
	Machine Learning	Mohssen Mohammed	2016	6
	The Beauty of Mathematics in Computer Science	Jun Wu	2018	6
	Data Science and Big Data Analytics	Durgesh Kumar Mishra	2018	6
	Algorithmic learning theory	Sanjay Jain	2003	5
	Introduction to machine learning	Ethem Alpaydin	2004	5
	Semi-supervised learning	Olivier Chapelle	2006	5
	Statistical Reinforcement Learning	Masashi Sugiyama	2012	5
	Boosting	Robert E. Schapire	2012	5
	Machine Learning	Sergios Theodoridis	2015	5
	Deep Learning	Ian Goodfellow	2016	5
	How smart machines think	Sean Gerrish	2018	5
	Machine learning	Kevin P. Murphy	2012	4
	Understanding Machine Learning	Shai Shalev-Shwartz	2014	4
	An Introduction to Machine Learning	Miroslav Kubat	2015	4
	Fundamentals of Machine Learning for Predictive Data Analytics	John D. Kelleher	2015	4
	Machine Learning for Audio, Image and Video Analysis	Francesco Camastra	2015	4

List built from Open Library (CC0 metadata) · retrieved 05 Nov 2026 UTC · capped at 30 works per subject.

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