Sylvester's Criterion is a theorem in linear algebra that provides a method to determine whether a Hermitian matrix is positive definite by examining the determinants of its leading principal minors. This criterion is crucial for applications in optimization and stability analysis, where ensuring positive definiteness of matrices is often required.