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Post Time: 2025-07-17

This video presents an overview of the singular value decomposition (SVD), which is one of the most widely used algorithms for data processing, reduced-order modeling, and high-dimensional statistics. These lectures follow Chapter 1 from: "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by Brunton and Kutz Amazon: Book Website: Chapters available at: Brunton Website: This video was produced at the University of Washington

Singular Value Decomposition (SVD): Overview For Country: United States. City: Bethlehem, Brownsville, Cedar Rapids, South Bend, Sunnyvale

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