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Lecture
Support Vector Machines: Theory and Applications
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Kernel Ridge Regression: Equivalent Formulations and Representer Theorem
Explores Kernel Ridge Regression, equivalent formulations, Representer Theorem, Kernel trick, and predicting with kernels.