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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: 62.08 EUR
Availability: InStock

Автор: Mark H. Holmes

Език:

Корици: С меки корици

Издател: Springer International Publishing

Наличност: Външен склад

Изпращаме след 8-11 дни

62.08 € 121.42 лв

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

Информация за книгата

Автор

Mark H. Holmes

Език

Английски език

Корици

Книга - С меки корици

Издадена

2024

страници

572

EAN

9783031224324

ISBN

3031224329

Enbook ID

46241655

Издател

Springer International Publishing

Теглоt

959

Размери

155 x 235 x 29

Пълно описание

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.