Book of Donmon Teith

Combining scientific computing methods and algorithms with modern data analysis techniques, including basic applications of compressive sensing and machine lear

A textbook covering data-science and machine learning methods for modelling and control in engineering and science, with Python and MATLAB®.

Data-driven dynamical systems is a burgeoning field?it connects how measurements of nonlinear dynamical systems and/or complex systems can be used with well-est

Modeling with Data fully explains how to execute computationally intensive analyses on very large data sets, showing readers how to determine the best methods f

Describes computational methods for parametric and nonparametric modeling of stochastic dynamics. Aimed at graduate students, and suitable for self-study.