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Data Mining and Machine Learning, 2nd Edition

₱8,250.00

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.

Category: Computer and Internet
  • Description
  • Additional information

Description

Zaki, Mohammed J (Author), Meira, Wagner, Jr (Author)
ISBN: 9781108473989
Publisher: Cambridge University Press
Binding: Hardcover
Pub Date: July 21, 2020
Copyright Date: 2020

Additional information

Weight 55.02 lbs
Dimensions 9.9 × 6.79 × 1.79 in

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