This video describes how the singular value decomposition (SVD) can be used for principal component analysis (PCA) in Python (part 1). 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: