Introduction to Scientific Computing and Data Analysis
Holmes, Mark H.
ISBN 10: 3031224310 ISBN 13: 9783031224317
Published by Springer, 2023
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Soft cover
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This textbook provides an introduction to numerical computing and its applications in science and engineering. The topics covered include those usually found in an introductory course, as well as those that arise in data analysis. This includes optimization and regression-based methods using a singular value decomposition. The emphasis is on problem solving, and there are numerous exercises throughout the text concerning applications in engineering and science. The essential role of the mathematical theory underlying the methods is also considered, both for understanding how the method works, as well as how the error in the computation depends on the method being used. The codes used for most of the computational examples in the text are available on GitHub. This new edition includes material necessary for an upper division course in computational linear algebra.
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Bibliographic Details
Title: Introduction to Scientific Computing and ...
Publisher: Springer
Publication Date: 2023
Binding: Soft cover
Condition: New
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Introduction to Scientific Computing and Data Analysis (Texts in Computational Science and Engineering, 13)
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Introduction to Scientific Computing and Data Analysis
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Introduction to Scientific Computing and Data Analysis
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Taschenbuch. Condition: Neu. Introduction to Scientific Computing and Data Analysis | Mark H. Holmes | Taschenbuch | xvi | Englisch | 2024 | Springer | EAN 9783031224324 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu. Seller Inventory # 129657139
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Introduction to Scientific Computing and Data Analysis
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ISBN 10: 3319807625
ISBN 13: 9783319807621
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