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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)

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Introduction to Statistical Learning Theory pdf book, 286.59 KB, 39 pages and we collected some download links, you can download this pdf book for free. The main goal of statistical learning theory is to provide a framework for study- ing the problem of inference

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