Machine Learning, Artificial Intelligence, Data Science.
have unit length — orthonormal. This proves that we can choose eigenvectors of S to be orthogonal if at least their corresponding eigenvalues are different. But even with repeated eigenvalue, this is still true for a symmetric matrix. Proof — part 2 (optional) For an n × n symmetric matrix, we can