Mathematical Aspects of Data Analysis
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Examples
Computational examples and course demonstrations are listed below.
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Python for Data Analysis
Aug 8, 2026
Approximate Carathéodory: averaging handwritten digits
Sep 10, 2026
The SVD of a collection of faces
Sep 17, 2026
PCA of the Iris Dataset
Sep 24, 2026
PCA of a collection of faces
Sep 24, 2026
The Ellipse Picture of the SVD
Sep 24, 2026
SVD: Linear vs. Nonlinear Relationships
Sep 24, 2026
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