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Data-Driven Modeling and Scientific Computation - a book by Kutz, J. Nathan

Data-Driven Modeling and Scientific Computation

Methods for Complex Systems and Big Data

Data-Driven Modeling and Scientific Computation( )
Author: Kutz, J. Nathan
ISBN:978-0-19-966034-6
Publication Date:Sep 2013
Publisher:Oxford University Press, Incorporated
Book Format:Paperback
List Price:USD $49.95
Book Description:

Combining scientific computing methods and algorithms with modern data analysis techniques, including basic applications of compressive sensing and machine learning, this book develops techniques that allow for the integration of the dynamics of complex systems and big data. MATLAB is used throughout for mathematical solution strategies.

Book Details
Pages:656
Detailed Subjects: Mathematics / Probability & Statistics / Multivariate Analysis
Science / General
Physical Dimensions (W X L X H):7.449 x 9.555 x 1.217 Inches
Book Weight:2.86 Pounds

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