
Machine Learning
PCA finds directions of variation, not the causes behind your data
Understand what PCA’s components and explained variance describe, why feature scaling matters, and why a clean two-dimensional plot does not establish causes.

Understand what PCA’s components and explained variance describe, why feature scaling matters, and why a clean two-dimensional plot does not establish causes.