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Explore computational learning theory through a detailed lecture that delves into the fundamental concept of shattering and its relationship to VC (Vapnik-Chervonenkis) dimension - a crucial measure in statistical learning theory that helps determine the capacity of a classification model to learn from data.
Syllabus
Machine Learning: Lecture 17b: Shattering and VC dimension
Taught by
UofU Data Science