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Data-Driven Modeling & Scientific Computation: Methods for Complex Systems & Big Data Kutz, J. Nathan (Professor of Applied Mathematics, University of Washington)
Data-Driven Modeling & Scientific Computation: Methods for Complex Systems & Big Data
Kutz, J. Nathan (Professor of Applied Mathematics, University of Washington)
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.
656 pages, 200 b/w line drawings, 20 b/w halftones
| Media | Books Hardcover Book (Book with hard spine and cover) |
| Released | August 8, 2013 |
| ISBN13 | 9780199660339 |
| Publishers | Oxford University Press |
| Pages | 658 |
| Dimensions | 190 × 252 × 43 mm · 1.61 kg |
| Language | English |