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Data Mining and Machine Learning

Data Mining and Machine Learning

Data Mining and Machine Learning Hardback - 2020

by Mohammed J. Zaki

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Hardcover. New. New Book; Fast Shipping from UK; Not signed; Not First Edition; 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 s
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Details

  • Title Data Mining and Machine Learning
  • Author Mohammed J. Zaki
  • Binding Hardback
  • Condition New
  • Pages 776
  • Volumes 1
  • Language ENG
  • Publisher Cambridge University Press
  • Publication date 2020-01-30
  • Features Bibliography, Index
  • Bookseller's Inventory # ria9781108473989_inp
  • ISBN 9781108473989 / 1108473989
  • Weight 3.45 lbs (1.56 kg)
  • Dimensions 9.9 x 6.8 x 1.8 in (25.15 x 17.27 x 4.57 cm)
  • Category Computers - Data Base Management
  • Library of Congress subjects Data mining
  • Library of Congress Catalogue Number 2019037293
  • Dewey Decimal Code 006.312
  • Quantity available 1043

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Reader reviews for Data Mining and Machine Learning

From the publisher

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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