SVD: Eigenfaces 1 [Matlab]

This video describes how the singular value decomposition (SVD) can be used to efficiently represent human faces, in the so-called "eigenfaces" (Matlab code, part 1).

Book Website: http://databookuw.com
Book PDF: http://databookuw.com/databook.pdf

These lectures follow Chapter 1 from:  "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control"  by Brunton and Kutz

Amazon: https://www.amazon.com/Data-Driven-Sc...

Brunton Website: eigensteve.com

This video was produced at the University of Washington

• #science_technology
• #singular_value_decomposition
• #matlab
• #machine_learning
• #compression
• #data_science
• #eigenfaces
• #linear_algebra
• #principal_component_analysis
• #svd
• #pca