| Verfasst von: | Bohn, Bastian [VerfasserIn]  |
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| | Garcke, Jochen [VerfasserIn] |
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| | Griebel, Michael [VerfasserIn] |
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| Titel: | Algorithmic mathematics in machine learning |
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| Verf.angabe: | Bastian Bohn (University of Bonn, Bonn, Germany), Jochen Garcke (University of Bonn, Bonn, Germany and Fraunhofer SCAI, St. Augustin, Germany), Michael Griebel (University of Bonn, Bonn, Germany and Fraunhofer SCAI, St. Augustin, Germany) |
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| Verlagsort: | Philadelphia |
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| Verlag: | siam, Society for Industrial and Applied Mathematics |
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| E-Jahr: | 2024 |
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| Jahr: | [2024] |
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| Umfang: | xii, 225 Seiten |
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| Illustrationen: | Illustrationen, Diagramme |
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| Gesamttitel/Reihe: | Data science book series ; 03 |
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| Fussnoten: | Literaturverzeichnis: Seite 197-217 |
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| ISBN: | 978-1-61197-787-5 |
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| Abstract: | The goal of this book is to explore several well-known machine learning and data analysis algorithms from a mathematical and programming perspective. The authors present machine learning methods, review the underlying mathematics, and provide programming exercises intended to deepen the reader's understanding |
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| | "Explores several well-known machine learning and data analysis approaches from a mathematical perspective and also implements and applies the underlying algorithms to achieve a programming and practical perspective"-- |
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| URL: | Inhaltsverzeichnis: https://www.gbv.de/dms/ilmenau/toc/1880131706.PDF |
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| | Cover: https://www.dietmardreier.de/annot/426F6F6B446174617C7C393738313631313937373837357C7C434F50.jpg?sq=1 |
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| | zbMATH: https://zbmath.org/7883912 |
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| Schlagwörter: | (s)Maschinelles Lernen |
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| Sprache: | eng |
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| Bibliogr. Hinweis: | Erscheint auch als : Online-Ausgabe: Bohn, Bastian (Mathematician): Algorithmic mathematics in machine learning. - Philadelphia : Society for Industrial and Applied Mathematics, [2024] |(DLC)2023056448 |
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| RVK-Notation: | ST 304 |
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| Sach-SW: | Algorithmen und Datenstrukturen |
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| | Algorithms & data structures |
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| | Angewandte Mathematik |
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| | Applied mathematics |
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| | COMPUTERS / Programming / Algorithms |
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| | MAT041000 |
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| | MATHEMATICS / Applied |
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| | MATHEMATICS / Discrete Mathematics |
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| | Mathematik für Informatiker |
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| | Mathematik für Wissenschaftler |
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| | Maths for computer scientists |
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| | Maths for scientists |
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| | Numerical analysis |
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| | Numerische Mathematik |
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| | Computer science -- Artificial intelligence -- Learning and adaptive systems |
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| K10plus-PPN: | 1880131706 |
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| Verknüpfungen: | → Übergeordnete Aufnahme |
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Algorithmic mathematics in machine learning / Bohn, Bastian [VerfasserIn]; [2024]
