What is the difference between PCA and ICA?

Updated May 16, 2026

Short answer

PCA finds uncorrelated components; ICA finds statistically independent components.

Deep explanation

ICA goes beyond PCA by separating mixed signals into independent sources, often used in signal processing and blind source separation.

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