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: Mohammed J. Zaki, Wagner Meira Jr
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: Mohammed J. Zaki, Wagner Meira Jr
Publication date: 2020
Publisher: Cambridge University Press
Format: Hardcover 776 pages

Summary

Data Mining and Machine Learning: Fundamental Concepts and Algorithms (ISBN-13: 9781108473989 and ISBN-10: 1108473989), written by authors Mohammed J. Zaki, Wagner Meira Jr, was published by Cambridge University Press in 2020. With an overall rating of 4.3 stars, it's a notable title among other Databases & Big Data books. You can easily purchase or rent Data Mining and Machine Learning: Fundamental Concepts and Algorithms (Hardcover) from BooksRun, along with many other new and used Databases & Big Data books and textbooks. And, if you're looking to sell your copy, our current buyback offer is $16.77.

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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