\(\lambda \in \mathbb{C}\) is an eigenvalue of \(A \in \text{End}(V)\) if \(\lambda I-A\) is not invertible. In other words, \(Av = \lambdav\) for some \(v\neq 0\). Such a vector is an eigenvector.