Book of Donmon Teith

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

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

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

This is the first textbook on a generally applicable control strategy for turbulence and other complex nonlinear systems. The approach of the book employs power

This book addresses the emerging paradigm of data-driven engineering design. In the big-data era, data is becoming a strategic asset for global manufacturers. T