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Lecture 5a - Pandemic Pedantics - Derivation of PCA and Kernel PCA

Lecture 5a - Pandemic Pedantics - Derivation of PCA and Kernel PCA

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Lecture 5 - Science, Toys, and the PCA

Lecture 5 - Science, Toys, and the PCA

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Lecture 4 - Headaches from math - Saving lives with the SVD

Lecture 4 - Headaches from math - Saving lives with the SVD

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Lecture 3 - How SVDs are used in Facial Recognition Software

Lecture 3 - How SVDs are used in Facial Recognition Software

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Lecture 2 - Understanding Everything from Data - The SVD

Lecture 2 - Understanding Everything from Data - The SVD

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Lecture 1 - Data Driven Methods in Dynamical Systems

Lecture 1 - Data Driven Methods in Dynamical Systems

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Dynamical System Inner Products and Projections with Liouville Operators (Koopman Generators)

Dynamical System Inner Products and Projections with Liouville Operators (Koopman Generators)

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Operators for (Nonlinear) Dynamical Systems

Operators for (Nonlinear) Dynamical Systems

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