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Introduction to Scientific Computing and Data Analysis

Name: Introduction to Scientific Computing and Data Analysis
Brand: Springer International Publishing
SKU: 9783031224324
Price: 1342 CZK
Availability: InStock

Autor: Mark H. Holmes

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer International Publishing

Dostupnost: Skladem u dodavatele

Odesíláme za 8-11 dnů

1 342 Kč

This textbook provides an introduction to numerical computing and its applications in science and en...

Informace o knize

Autor

Mark H. Holmes

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2024

Stránek

572

EAN

9783031224324

ISBN

3031224329

Enbook ID

46241655

Vydavatel

Springer International Publishing

Hmotnost

959

Rozměry

155 x 235 x 29

Kompletní popis

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.