ML VISUAL LAB / ML Methods
Principal Component Analysis
Intuition
Choose 2 or 3 principal components and compare PCA projections in 2D and 3D using explained variance.
Core Formula
Z = XW
When to use it?
Visualizing high-dimensional data, feature compression, and exploratory analysis.