Linear algebra and its tools for data mining
Linear Algebra and Its Tools for Data Mining presents fundamental concepts and methods of linear algebra applied to data mining and machine learning. The book provides a solid mathematical foundation for data processing, principal component analysis, dimensionality reduction, and optimization, highl...
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| Hovedforfatter: | |
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| Format: | Bog |
| Sprog: | Vietnamese |
| Udgivet: |
Singapore
World Scientific
2012
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| Thư viện lưu trữ: | Thư viện Trường Đại học Nam Cần Thơ |
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| Summary: | Linear Algebra and Its Tools for Data Mining presents fundamental concepts and methods of linear algebra applied to data mining and machine learning. The book provides a solid mathematical foundation for data processing, principal component analysis, dimensionality reduction, and optimization, highlighting the essential role of linear algebra in modern data science techniques. |
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| Fysisk beskrivelse: | xiv, 863 p. ill. 24 cm |
| Bibliografi: | Includes bibliographical references and index |
| ISBN: | 9789814383493 |