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Introduction to Machine Learning
Language: en
Pages: 639
Authors: Ethem Alpaydin
Categories: Computers
Type: BOOK - Published: 2014-08-22 - Publisher: MIT Press

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Introduction -- Supervised learning -- Bayesian decision theory -- Parametric methods -- Multivariate methods -- Dimensionality reduction -- Clustering -- Nonpa
Machine Learning, revised and updated edition
Language: en
Pages: 282
Authors: Ethem Alpaydin
Categories: Computers
Type: BOOK - Published: 2021-08-17 - Publisher: MIT Press

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MIT presents a concise primer on machine learning—computer programs that learn from data and the basis of applications like voice recognition and driverless c
Machine Learning, revised and updated edition
Language: en
Pages: 282
Authors: Ethem Alpaydin
Categories: Computers
Type: BOOK - Published: 2021-08-17 - Publisher: MIT Press

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MIT presents a concise primer on machine learning—computer programs that learn from data and the basis of applications like voice recognition and driverless c
Introduction to Machine Learning, second edition
Language: en
Pages: 580
Authors: Ethem Alpaydin
Categories: Computers
Type: BOOK - Published: 2009-12-04 - Publisher: MIT Press

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A new edition of an introductory text in machine learning that gives a unified treatment of machine learning problems and solutions. The goal of machine learnin
Machine Learning
Language: en
Pages: 225
Authors: Ethem Alpaydin
Categories: Computers
Type: BOOK - Published: 2016-09-30 - Publisher: MIT Press

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A concise overview of machine learning—computer programs that learn from data—which underlies applications that include recommendation systems, face recogni