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Fundamentals of machine learning for predictive data analytics :

By: Contributor(s): Material type: TextTextPublication details: Cambridge : The MIT Press , 2015Description: xxii, 595 pages : illustrationsISBN:
  • 9780262029445 (hardcover : alk. paper)
Subject(s): DDC classification:
  • 006.31 KEL
Contents:
Machine learning for predictive data analytics -- Data to insights to decisions -- Data exploration -- Information-based learning -- Similarity-based learning -- Probability-based learning -- Error-based learning -- Evaluation -- Case study : customer churn -- Case study : galaxy classification -- The art of machine learning for predictive data analytics.
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Item type Current library Collection Call number Status Date due Barcode Item holds
Reference Books Reference Books Main Library Reference Reference 006.31 KEL (Browse shelf(Opens below)) Available 015235
Total holds: 0

Includes index

Machine learning for predictive data analytics -- Data to insights to decisions -- Data exploration -- Information-based learning -- Similarity-based learning -- Probability-based learning -- Error-based learning -- Evaluation -- Case study : customer churn -- Case study : galaxy classification -- The art of machine learning for predictive data analytics.

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