\begin{align*} F(x) & = \int_0^x \frac{1}{\mu} e^{-\frac{u}{\mu}} du\\ & = - e^{-\frac{u}{\mu}} \big |_0^x\\ & = 1 - e^{-\frac{x}{\mu}} \end{align*}