Proposition

Let $V$ be a finite dimensional vector space with $dim(V)=n$, and $T\in\mathscr{L}(V)$. If $T$ has $n$ distinct eigenvalues, then there is a basis such that $\mathcal{M}(T)$ is diagonal.