Kurtosis of Gaussian Distribution

Theorem
Let $X$ be a continuous random variable with a Gaussian distribution with parameters $\mu$ and $\sigma^2$ for some $\mu \in \R$ and $\sigma \in \R_{> 0}$.

Then the kurtosis $\alpha_4$ of $X$ is equal to $3$.