Machine learning provides these developing methods that can automatically detect patterns in data and then use the uncovered patterns to predict future data this textbook offers a comprehensive and self contained introduction to the field of machine learning based on a unified probabilistic approach. Machine learning the new ai the mit press essential knowledge series ethem alpaydin on amazoncom free shipping on qualifying offers a concise overview of machine learning computer programs that learn from data which underlies applications that include recommendation systems. The goal of machine learning is to program computers to use example data or past experience to solve a given problem many successful applications of machine learning exist already including systems that analyze past sales data to predict customer behavior recognize faces or spoken speech . In this book machine learning expert ethem alpaydin offers a concise overview of the subject for the general reader describing its evolution explaining important learning algorithms and presenting example applications. Introduction to machine learning second edition ethem alpaydin the mit press introduction to machine learning is a comprehensive textbook on the subject covering a broad array of topics not usually included in introductory machine learning texts in order to present a unified treatment of machine learning problems and solutions it
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