Applying results
we have
\begin{equation}
\begin{split}
\lim_{N \to \infty} \frac{\# \{ n \in \{ 0, \ldots, N - 1 \} : T^n \in E \}}{N}
& = \lim_{N \to \infty} \frac{1}{N} \sum_{n = 0}^{N - 1} I_{T^{-n} E} \\
& = \lim_{N \to \infty} \frac{1}{N} \sum_{n = 0}^{N - 1} (I_E \circ T^n)
\overset{a.s.}{=} \mathbb{E} (I_E)
= \mathbb{P}(E)
\end{split}
\end{equation}
$\square$