Data-Driven Modeling & Scientific Computation - Methods for Complex Systems & Big Data - Hardback - 2013

J. Nathan Kutz

Data-Driven Modeling & Scientific Computation - Methods for Complex Systems & Big Data - Hardback - 2013 - 1
Resumo
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.
Year of publication: 2013
Pagination: 656 pages, 200 b/w line drawings, 20 b/w halftones
Format: Hardback

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Resumo

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.
Year of publication: 2013
Pagination: 656 pages, 200 b/w line drawings, 20 b/w halftones
Format: Hardback
Publicidade

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Características

Editora

Oxford University Press

Idiomas

Inglês

Dimensão

252 x 190 x 43

Peso

1526

Colecção

Data analysis: general

Tema

Data analysis: general|Complex analysis, complex variables|Numerical analysis|Algorithms & data structures

Origem

United Kingdom

EAN

9780199660339

Publicidade
Publicidade