Data-driven modeling & scientific computation: methods for complex systems & big data

By:

Kutz, J. Nathan

Publication details: Oxford University Press, 2013. New York:Description: xvii, 638 p.; pb; 24 cmISBN:

9780199660346

Subject(s):

DDC classification:

004.33 KUT

Summary: The burgeoning field of data analysis is expanding at an incredible pace due to the proliferation of data collection in almost every area of science. The enormous data sets now routinely encountered in the sciences provide an incentive to develop mathematical techniques and computational algorithms that help synthesize, interpret and give meaning to the data in the context of its scientific setting. A specific aim of this book is to integrate standard scientific computing methodswith data analysis.

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Holdings
Item type	Current library	Collection	Call number	Copy number	Status	Date due	Barcode
Books	IIT Gandhinagar	General	004.33 KUT (Browse shelf(Opens below))	1	Available		029183

The burgeoning field of data analysis is expanding at an incredible pace due to the proliferation of data collection in almost every area of science. The enormous data sets now routinely encountered in the sciences provide an incentive to develop mathematical techniques and computational algorithms that help synthesize, interpret and give meaning to the data in the context of its scientific setting. A specific aim of this book is to integrate standard scientific computing methodswith data analysis.

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