At the bottom, when he's defining F(x), why is it 1 when x is greater than or equal to 2? Shouldn't it be zero?
Actually a CDF, $\mathcal{F}$, is non-decreasing function: $(-\infty,\infty)\to[0,1]$. In addition, the function $\mathcal{F}$ is right-hand continuous.