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In this video, I will introduce the Principal Component Analysis (PCA).

0:00 Introduction
0:54 A First Simple Example
2:44 Computing the Principal Components
3:29 2D Dataset
4:03 PCA vs Linear Regression
4:42 Bivariate Normal Distribution

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