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...
में बचाया:
| मुख्य लेखक: | |
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| स्वरूप: | पुस्तक |
| भाषा: | Vietnamese |
| प्रकाशित: |
Singapore
World Scientific
2012
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| विषय: | |
| टैग : |
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| Thư viện lưu trữ: | Thư viện Trường Đại học Nam Cần Thơ |
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| सारांश: | 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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| भौतिक वर्णन: | xiv, 863 p. ill. 24 cm |
| ग्रन्थसूची: | Includes bibliographical references and index |
| आईएसबीएन: | 9789814383493 |