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

Introduction to Scientific Computing and Data Analysis

Autor: Mark H. Holmes
Język: Angielski
Oprawa: Twarda
Wydawca: Springer, Berlin
Dostępność: Dostępna u dostawcy
Wysyłamy za 10-13 dni
353.03 zł
This textbook provides an introduction to numerical computing and its applications in science and en...

Informacje o książce

Autor
Mark H. Holmes
Język
Angielski
Oprawa
Książka - Twarda
Data wydania
2023
strony
494
EAN
9783031224294
Enbook ID
42074867
Wydawca
Springer, Berlin
Waga
1120
Wymiary
155 x 235

Pełny opis

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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