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Which theorem states that a real symmetric matrix can be diagonalized by an orthogonal matrix?

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Spectral Theorem

The Spectral Theorem provides the theoretical foundation for Principal Component Analysis (PCA) and ensures that we can find an orthonormal basis of eigenvectors for symmetric operators.

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  • Which theorem guarantees that an orthogonal matrix can diagonalize any real symmetric matrix?

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