Introduction to Data Mining (POD File)

by Pang-Ning Tan, Michael Steinbach, Anuj Karpatne, and Vipin Kumar

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Book cover for Introduction to Data Mining (POD File)

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Introducing the fundamental concepts and algorithms of data mining

Introduction to Data Mining, 2nd Edition, gives a comprehensive overview of the background and general themes of data mining and is designed to be useful to students, instructors, researchers, and professionals. Presented in a clear and accessible way, the book outlines fundamental concepts and algorithms for each topic, thus providing the reader with the necessary background for the application of data mining to real problems. The text helps readers understand the nuances of the subject, and includes important sections on classification, association analysis, and cluster analysis. This edition improves on the first iteration of the book, published over a decade ago, by addressing the significant changes in the industry as a result of advanced technology and data growth.
  • ISBN10 0135307163
  • ISBN13 9780135307168
  • Publish Date 14 June 2018
  • Publish Status Active
  • Publish Country US
  • Imprint Pearson
  • Edition 2nd edition
  • Format eBook
  • Pages 864
  • Language English