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Kniha Introduction to Scientific Computing and Data Analysis Mark H. Holmes

Introduction to Scientific Computing and Data Analysis

Autor: Mark H. Holmes
Jazyk: Angličtina
Väzba: Brožovaná
Vydavateľ: Springer International Publishing
Dostupnosť: Skladom u dodávateľa
Odosielame za 8-11 dní
58.77 €
This textbook provides an introduction to numerical computing and its applications in science and en...

Informácie o knihe

Autor
Mark H. Holmes
Jazyk
Angličtina
Väzba
Kniha - Brožovaná
Vydalo
2024
Stránok
572
EAN
9783031224324
ISBN
3031224329
Enbook ID
46241655
Vydavateľ
Springer International Publishing
Hmotnosť
959
Rozmery
155 x 235 x 29

Kompletný 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.

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