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W8_L1: Statistical learning theory - generalization error, sample complexity, part-1
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W8_L2: Statistical learning theory - generalization error, sample complexity, part-2
IIT Madras - B.S. Degree Programme
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Adam Oberman: "Generalization Theory in Machine Learning" (Part 1/2)
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A Visual Introduction to Hoeffding's Inequality - Statistical Learning Theory
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