Linear Regression 1 [Matlab]

This video describes how the singular value decomposition (SVD) can be used for linear regression in Matlab (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

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• #singular_value_decomposition
• #matlab
• #machine_learning
• #compression
• #data_science
• #linear_algebra
• #regression
• #principal_component_analysis
• #svd
• #pca