I am confused as to why eigenvalues are the principal components. What is the intuition behind finding the eigenvectors of the covariance matrix for PCA?



marked as duplicate by Carl, Sycorax, Michael Chernick, Haitao Du, ttnphns Dec 29 '17 at 9:29

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