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.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 ...

Title | : | Data-Driven Modeling & Scientific Computation |

Author | : | J. Nathan Kutz |

Publisher | : | Oxford University Press - 2013-08-08 |

Continue