This video describes how the SVD can be used to solve linear systems of equations. In particular, it is possible to solve nonsquare systems (overdetermined or underdetermined) via least squares regression and the pseudoinverse.
These lectures follow Chapter 1 from: "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by Brunton and Kutz
Amazon: [ Ссылка ]
Book Website: [ Ссылка ]
Book PDF: [ Ссылка ]
Brunton Website: eigensteve.com
This video was produced at the University of Washington
