Supervised Dimensionality Reduction with Principal Component Analysis

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Teaches supervised dimensionality reduction via Principal Component Analysis, a core machine learning and statistics technique. Demonstrates both theory and application.

A 67-minute video from Microsoft Research: “Supervised Dimensionality Reduction with Principal Component Analysis”.

Video by Microsoft Research, played through YouTube's embedded player.