This video describes how to use the singular value decomposition (SVD) for image compression in Python. Book Website: Book PDF: These lectures follow Chapter 1 from: DataDriven Science and Engineering: Machine Learning, Dynamical Systems, and Control by Brunton and Kutz Amazon: Brunton Website:
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