Data-Driven Modeling & Scientific Computation: Methods for Complex Systems & Big Data - J. Nathan Kutz
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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.
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.
More Information
| Author | J. Nathan Kutz |
|---|---|
| Publisher | Hurst & Co. |
| Release year | 2013 |
| Cover type | Softcover |
| EAN | 9780199660346 |