Introduction to Scientific Computing and Data Analysis is popular PDF and ePub book, written by Mark H. Holmes in 2023-07-11, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Introduction to Scientific Computing and Data Analysis can be Read Online from any device for your convenience.
Introduction to Scientific Computing and Data Analysis Book PDF Summary
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.
Detail Book of Introduction to Scientific Computing and Data Analysis PDF
- Author : Mark H. Holmes
- Release : 11 July 2023
- Publisher : Springer Nature
- ISBN : 9783031224300
- Genre : Computers
- Total Page : 563 pages
- Language : English
- PDF File Size : 18,9 Mb
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