Introduction to Scientific Computing and Data Analysis

Nonfiction, Science & Nature, Mathematics, Applied, Computers, Advanced Computing, Computer Science, Science
Cover of the book Introduction to Scientific Computing and Data Analysis by Mark H. Holmes, Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Mark H. Holmes ISBN: 9783319302560
Publisher: Springer International Publishing Publication: May 30, 2016
Imprint: Springer Language: English
Author: Mark H. Holmes
ISBN: 9783319302560
Publisher: Springer International Publishing
Publication: May 30, 2016
Imprint: Springer
Language: English

This textbook provides and 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 MATLAB codes used to produce most of the figures and data tables in the text are available on the author’s website and SpringerLink.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

This textbook provides and 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 MATLAB codes used to produce most of the figures and data tables in the text are available on the author’s website and SpringerLink.

More books from Springer International Publishing

Cover of the book Economic Ideas You Should Forget by Mark H. Holmes
Cover of the book Handbook of Community Movements and Local Organizations in the 21st Century by Mark H. Holmes
Cover of the book Neuroanatomy for the Neuroscientist by Mark H. Holmes
Cover of the book Variational Formulation of Fluid and Geophysical Fluid Dynamics by Mark H. Holmes
Cover of the book Recent Applications of Harmonic Analysis to Function Spaces, Differential Equations, and Data Science by Mark H. Holmes
Cover of the book Trajectory of Land Reform in Post-Colonial African States by Mark H. Holmes
Cover of the book Empirical Economic and Financial Research by Mark H. Holmes
Cover of the book Thrombolysis in Pulmonary Embolism by Mark H. Holmes
Cover of the book Contemporary Oral Oncology by Mark H. Holmes
Cover of the book Influenza and Respiratory Care by Mark H. Holmes
Cover of the book Wireless Networking for Moving Objects by Mark H. Holmes
Cover of the book Service-Oriented and Cloud Computing by Mark H. Holmes
Cover of the book Finite Frequency Analysis and Synthesis for Singularly Perturbed Systems by Mark H. Holmes
Cover of the book Advances in Human Aspects of Transportation by Mark H. Holmes
Cover of the book Concentrating Photovoltaics (CPV): The Path Ahead by Mark H. Holmes
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy