Machine Learning

Machine learning explores the study and construction of algorithms that can learn from and make predictions on data. Such algorithms operate by building a model from example inputs in order to make data-driven predictions or decisions, rather than following strictly static program instructions.

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Books under this sub-category (31 books)

Understanding Machine Learning: From Theory to Algorithms

Post date: 02 Feb 2016
This book introduces machine learning and the algorithmic paradigms it offers. Designed for advanced undergraduates or beginning graduates, and accessible to students and non-expert readers in statistics, computer science, mathematics and engineering.
Publisher: Cambridge University Press
Publication date: 31 Dec 2014
 
Understanding Machine Learning: From Theory to Algorithms

Understanding Machine Learning: From Theory to Algorithms

Post date: 02 Feb 2016
This book introduces machine learning and the algorithmic paradigms it offers. Designed for advanced undergraduates or beginning graduates, and accessible to students and non-expert readers in statistics, computer science, mathematics and engineering.
Publisher: Cambridge University Press
Publication date: 31 Dec 2014


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