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Introduction to Algorithms for Data Mining and Machine Learning

Language EnglishEnglish
E-book Adobe ePub DRM
E-book Introduction to Algorithms for Data Mining and Machine Learning Xin-She Yang
Libristo code: 39580739
Publishers Academic Press, June 2019
Introduction to Algorithms for Data Mining and Machine Learning introduces the essential ideas behin... Full description
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Introduction to Algorithms for Data Mining and Machine Learning 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. Presents an informal, theorem-free approach with concise, compact coverage of all fundamental topics Includes worked examples that help users increase confidence in their understanding of key algorithms, thus encouraging self-study Provides algorithms and techniques that can be implemented in any programming language, with each chapter including notes about relevant software packages

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About the book

Full name Introduction to Algorithms for Data Mining and Machine Learning
Author Xin-She Yang
Language English
Binding E-book - Adobe ePub DRM
Date of issue 2019
Number of pages 188
EAN 9780128172179
Libristo code 39580739
Publishers Academic Press
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