Data Mining and Machine Learning: Fundamental Concepts and Algorithms

Zaki, Mohammed J.; Meira Jr, Wagner

ISBN 10: 1108473989 ISBN 13: 9781108473989

Verlag: Cambridge University Press (edition 2), 2020

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Ship within 24hrs. Satisfaction 100% guaranteed. APO/FPO addresses supported. Bestandsnummer des Verk�ufers 1108473989-8-1

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New to the second edition of this advanced text are several chapters on regression, including neural networks and deep learning.

�ber die Autorin bzw. den Autor: Mohammed J. Zaki is Professor of Computer Science at Rensselaer Polytechnic Institute, New York, where he also serves as Associate Department Head and Graduate Program Director. He has more than 250 publications and is an Associate Editor for the journal Data Mining and Knowledge Discovery. He is on the Board of Directors for Association for Computing Machinery's Special Interest Group on Knowledge Discovery and Data Mining (ACM SIGKDD). He has received the National Science Foundation CAREER Award, and the Department of Energy Early Career Principal Investigator Award. He is an ACM Distinguished Member, and IEEE Fellow.

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Titel: Data Mining and Machine Learning: ...
Verlag: Cambridge University Press (edition 2)
Erscheinungsdatum: 2020
Einband: Hardcover
Zustand: Very Good
Auflage: 2.

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Data Mining and Machine Learning: Fundamental Concepts and Algorithms

Zaki, Mohammed J.,Meira Jr, Wagner

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ISBN 10: 1108473989 ISBN 13: 9781108473989

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Data Mining and Machine Learning: Fundamental Concepts and Algorithms

Zaki, Mohammed J.,Meira Jr, Wagner

Verlag: Cambridge University Press, 2020

ISBN 10: 1108473989 ISBN 13: 9781108473989

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Data Mining and Machine Learning: Fundamental Concepts and Algorithms

Zaki, Mohammed J.,Meira Jr, Wagner

Verlag: Cambridge University Press, 2020

ISBN 10: 1108473989 ISBN 13: 9781108473989

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DATA MINING & MACHINE LEARNING

MOHAMMED J. ZAKI

Verlag: Cambridge University Press, 2020

ISBN 10: 1108473989 ISBN 13: 9781108473989

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Data Mining and Machine Learning: Fundamental Concepts and Algorithms

Zaki, Mohammed J.|Meira, Jr, Wagner

Verlag: Cambridge University Press, 2020

ISBN 10: 1108473989 ISBN 13: 9781108473989

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Zustand: New. This textbook for senior undergraduate and graduate students offers comprehensive coverage, an algorithmic perspective, and a wealth of examples in exploratory data analysis, pattern mining, clustering, and classification. New to this second edition are sev. Artikel-Nr. 301191188

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Data Mining and Machine Learning

Mohammed J. Zaki

Verlag: Cambridge University Press, 2020

ISBN 10: 1108473989 ISBN 13: 9781108473989

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Buch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - The fundamental algorithms in data mining and machine learning form the basis of data science, utilizing automated methods to analyze patterns and models for all kinds of data in applications ranging from scientific discovery to business analytics. This textbook for senior undergraduate and graduate courses provides a comprehensive, in-depth overview of data mining, machine learning and statistics, offering solid guidance for students, researchers, and practitioners. The book lays the foundations of data analysis, pattern mining, clustering, classification and regression, with a focus on the algorithms and the underlying algebraic, geometric, and probabilistic concepts. New to this second edition is an entire part devoted to regression methods, including neural networks and deep learning. Artikel-Nr. 9781108473989

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Data Mining and Machine Learning: Fundamental Concepts and Algorithms

Mohammed J. Zaki (Rensselaer Polytechnic Institute, New York)

Verlag: Cambridge University Press, United Kingdom, Cambridge, 2020

ISBN 10: 1108473989 ISBN 13: 9781108473989

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Paperback. Zustand: Very Good. The fundamental algorithms in data mining and machine learning form the basis of data science, utilizing automated methods to analyze patterns and models for all kinds of data in applications ranging from scientific discovery to business analytics. This textbook for senior undergraduate and graduate courses provides a comprehensive, in-depth overview of data mining, machine learning and statistics, offering solid guidance for students, researchers, and practitioners. The book lays the foundations of data analysis, pattern mining, clustering, classification and regression, with a focus on the algorithms and the underlying algebraic, geometric, and probabilistic concepts. New to this second edition is an entire part devoted to regression methods, including neural networks and deep learning. The book has been read, but is in excellent condition. Pages are intact and not marred by notes or highlighting. The spine remains undamaged. Artikel-Nr. GOR011990365

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