Book Name: Introduction to Scientific Computing and Data Analysis
Author: Mark H. Holmes
Publisher: Springer
ISBN-10: 331930254X
Year: 2016
Pages: 496
Language: English
File size: 12.1 MB
File format: PDF
This post provides and introduction to numerical computing and its uses in engineering and science. The subjects covered include those generally found in an introductory class, in addition to those that arise in data analysis. Including optimization and regression based approaches with a singular value decomposition. The focus is on problem solving, and there are various exercises throughout the text regarding programs in science and engineering.
The vital job of the mathematical concept underlying the processes can be considered, both for knowing the way the approach works, in addition to how the mistake in the computation is dependent upon the method used. The MATLAB codes utilized to create the majority of the figures and information tables from the text are available on the writer’s site and SpringerLink.
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