Udvidet returret til d. 31. januar 2025

Introduction to Scientific Computing and Data Analysis

Bag om Introduction to Scientific Computing and Data Analysis

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.

Vis mere
  • Sprog:
  • Engelsk
  • ISBN:
  • 9783031224294
  • Indbinding:
  • Hardback
  • Sideantal:
  • 554
  • Udgivet:
  • 12. juli 2023
  • Udgave:
  • 2023
  • Størrelse:
  • 155x235x0 mm.
  • Vægt:
  • 1120 g.
  • BLACK WEEK
  Gratis fragt
Leveringstid: Ukendt - mangler pt.

Beskrivelse af Introduction to Scientific Computing and Data Analysis

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.

Brugerbedømmelser af Introduction to Scientific Computing and Data Analysis



Find lignende bøger
Bogen Introduction to Scientific Computing and Data Analysis findes i følgende kategorier:

Gør som tusindvis af andre bogelskere

Tilmeld dig nyhedsbrevet og få gode tilbud og inspiration til din næste læsning.