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(Ebook) The Elements of Statistical Learning: Data Mining, Inference, and Prediction by Trevor Hastie, Robert Tibshirani, Jerome Friedman ISBN 9780387848846, 0387848843

  • SKU: EBN-50970994
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4.4

13 reviews
Instant download (eBook) The Elements of Statistical Learning: Data Mining, Inference, and Prediction after payment.
Authors:Trevor Hastie, Robert Tibshirani, Jerome Friedman
Year:2017
Editon:2
Publisher:Springer
Language:english
File Size:12.78 MB
Format:pdf
ISBNS:9780387848846, 0387848843
Categories: Ebooks

Product desciption

(Ebook) The Elements of Statistical Learning: Data Mining, Inference, and Prediction by Trevor Hastie, Robert Tibshirani, Jerome Friedman ISBN 9780387848846, 0387848843

During the past decade there has been an explosion in computation and information technology. With it have come vast amounts of data in a variety of fields such as medicine, biology, finance, and marketing. The challenge of understanding these data has led to the development of new tools in the field of statistics, and spawned new areas such as data mining, machine learning, and bioinformatics. Many of these tools have common underpinnings but are often expressed with different terminology. This book describes the important ideas in these areas in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of color graphics.
*Free conversion of into popular formats such as PDF, DOCX, DOC, AZW, EPUB, and MOBI after payment.

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