Isbn: 9781611976366 - Mathematics of Data Science: a Computational Approach to Clustering and Classification (15 results)
Language: English
Published by Society For Industrial & Applied Mathematics,U.S., 2021
- Softcover
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Paperback / Softback. Condition: Brand New. 189 pages. 10.94x8.43x0.91 inches. In Stock.
Language: English
Published by SIAM - Society for Industrial and Applied Mathematics, 2021
- Softcover
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Language: English
Published by SIAM - Society for Industrial and Applied Mathematics, 2021
- Softcover
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Language: English
Published by Society for Industrial and Applied Mathematics,U.S., US, 2021
- Softcover
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Paperback. Condition: New. This textbook provides a solid mathematical basis for understanding popular data science algorithms for clustering and classification and shows that an in-depth understanding of the mathematics powering these algorithms gives insight into the underlying data. It presents a step-by-step derivation of these algorithms, outlining their implementation from scratch in a computationally sound way.Mathematics of Data Science: A Computational Approach to Clustering and Classificationproposes different ways of visualizing high-dimensional data to unveil hidden internal structures, andincludes graphical explanations and computed examples using publicly available data sets in nearly every chapter to highlight similarities and differences among the algorithms.…
Language: English
Published by SIAM - Society for Industrial and Applied Mathematics, 2021
- Softcover
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Language: English
Published by Society for Industrial & Applied Mathematics,U.S., 2021
- Softcover
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Language: English
Published by MP-SIA SIAM - Society for Industrial and Applied M, 2021
- Softcover
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Language: English
Published by SIAM - Society for Industrial and Applied Mathematics, 2021
- Softcover
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Language: English
Published by Society for Industrial & Applied Mathematics,U.S., 2021
- Softcover
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Language: English
Published by SIAM - Society for Industrial and Applied Mathematics, 2021
- Softcover
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Published by SIAM - Society for Industrial and Applied Mathematics, 2021
- Softcover
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Published by Society for Industrial & Applied Mathematics,U.S., 2021
- Softcover
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Published by SIAM - Society for Industrial and Applied Mathematics, 2021
- Softcover
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Published by SIAM - Society for Industrial and Applied Mathematics, 2021
- Softcover
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Published by Society for Industrial and Applied Mathematics,U.S., US, 2021
- Softcover
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Paperback. Condition: New. This textbook provides a solid mathematical basis for understanding popular data science algorithms for clustering and classification and shows that an in-depth understanding of the mathematics powering these algorithms gives insight into the underlying data. It presents a step-by-step derivation of these algorithms, outlining their implementation from scratch in a computationally sound way.Mathematics of Data Science: A Computational Approach to Clustering and Classificationproposes different ways of visualizing high-dimensional data to unveil hidden internal structures, andincludes graphical explanations and computed examples using publicly available data sets in nearly every chapter to highlight similarities and differences among the algorithms.…
