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Singular Value Decomposition (SVD): Dominant Correlations

Steve Brunton 146,754 lượt xem 5 years ago
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This lectures discusses how the SVD captures dominant correlations in a matrix of data.

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-Science-Engineering-Learning-Dynamical/dp/1108422098/

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

Brunton Website: http://eigensteve.com

This video was produced at the University of Washington

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