Theorem

For $T\in\mathscr{L}(V)$, let $\lambda_1,\cdots,\lambda_k\in\mathbb{F}$ be distinct eigenvalues of $T$ with corresponding eigenvectors $v_1,\cdots,v_k$. The vectors $v_1,\cdots,v_k$ are linearly independent.