Video Chapters for CSEP 546, Spring 2012, Lecture 9

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Chapter 1: Agnostic LearningStream, Get
Chapter 2: VC DimensionStream, Get
Chapter 3: VC Dimension of HyperplanesStream, Get
Chapter 4: Sample Complexity from VC DimensionStream, Get
Chapter 5: Support Vector MachinesStream, Get
Chapter 6: Perceptrons as Instance-Based LearningStream, Get
Chapter 7: KernelsStream, Get
Chapter 8: Learning SVMsStream, Get
Chapter 9: Constrained OptimizationStream, Get
Chapter 10: Optimization with Inequality ConstraintsStream, Get
Chapter 11: The SMO AlgorithmStream, Get