Fundamentals of machine learning for predictive data analytics :
Material type:
TextPublication details: Cambridge : The MIT Press , 2015Description: xxii, 595 pages : illustrationsISBN: 9780262029445 (hardcover : alk. paper)Subject(s): Machine learning | Data mining | Prediction theoryDDC classification: 006.31
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.
| Item type | Current library | Collection | Call number | Status | Date due | Barcode | Item holds |
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Reference Books
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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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