Eigenvector and Eigenvalue

Given a field $F$ and matrix $A \in M_{n,n}(F)$ an eigenvector is a vector $v \in M_{n,1}(F)$ such that

$$ A v = \lambda v$$

for an associated eigenvalue $\lambda \in F$.