Assess students' understanding of eigenvalues and eigenvectors with emphasis on geometric interpretation (eigenvectors as invariant directions and eigenvalues as stretch/flip factors), ability to compute eigenpairs for small matrices, and criteria for diagonalization including algebraic vs geometric multiplicity, sufficient conditions (distinct eigenvalues), and orthogonal diagonalization for real symmetric (or normal) matrices; include conceptual explanations and short computations.