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Ch 1: Introduction Opening Remarks (18:18) Machine and Statistical Learning (12:12) Ch 2: Statistical Learning Statistical Learning and Regression (11:41) Parametric vs. Non-Parametric Models (11:40) Model Accuracy (10:04) K-Nearest Neighbors (15:37)