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portada Introduction to Algorithms for Data Mining and Machine Learning
Type
Physical Book
Publisher
Author
Year
2019
Language
English
Pages
188
Format
Paperback
ISBN13
9780128172162
Edition No.
1
Categories

Introduction to Algorithms for Data Mining and Machine Learning

Xin-She Yang (Author) · Academic Press · Paperback

Introduction to Algorithms for Data Mining and Machine Learning - Xin-She Yang

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Synopsis "Introduction to Algorithms for Data Mining and Machine Learning "

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-studyProvides algorithms and techniques that can be implemented in any programming language, with each chapter including notes about relevant software packages

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