9781108473989-1108473989-Data Mining and Machine Learning: Fundamental Concepts and Algorithms

Data Mining and Machine Learning: Fundamental Concepts and Algorithms

ISBN-13: 9781108473989
ISBN-10: 1108473989
Edition: 2
Author: Zaki, Mohammed J., Meira Jr, Wagner
Publication date: 2020
Publisher: Cambridge University Press
Format: Hardcover 776 pages
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Book details

ISBN-13: 9781108473989
ISBN-10: 1108473989
Edition: 2
Author: Zaki, Mohammed J., Meira Jr, Wagner
Publication date: 2020
Publisher: Cambridge University Press
Format: Hardcover 776 pages

Summary

Acknowledged authors Zaki, Mohammed J., Meira Jr, Wagner wrote Data Mining and Machine Learning: Fundamental Concepts and Algorithms comprising 776 pages back in 2020. Textbook and eTextbook are published under ISBN 1108473989 and 9781108473989. Since then Data Mining and Machine Learning: Fundamental Concepts and Algorithms textbook was available to sell back to BooksRun online for the top buyback price of $ 25.66 or rent at the marketplace.

Description

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.

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