The Spectral Theorem provides a characterization of linear operators on finite-dimensional inner product spaces, stating that every normal operator can be diagonalized via an orthonormal basis of eigenvectors. This theorem is fundamental in simplifying complex linear transformations, particularly in quantum mechanics and functional analysis, by reducing them to simpler, more manageable diagonal forms.