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[Toll]

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Сообщение отредактировал Toll - 26.04.2007 - 23:35

[Williams]

Yang X.-S. - Introduction to Algorithms for Data Mining and Machine Learning

Academic Press, 2019
pdf, 188 pages, english
eBook ISBN: 9780128172179
Paperback ISBN: 9780128172162



This book introduces the essential ideas behind all key algorithms and techniques for data mining and machine learning, along with optimization techniques. Its strong formal mathematical approach, well selected examples, and practical software recommendations help readers develop confidence in their data modeling skills so they can process and interpret data for classification, clustering, curve-fitting and predictions. Masterfully balancing theory and practice, it is especially useful for those who need relevant, well explained, but not rigorous (proofs based) background theory and clear guidelines for working with big data.

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