Combine all ingredients except optional ingredients in a blender, and blend on high speed until mixed thoroughly. Refrigerate in a covered container for at least a few hours to allow the nog to thicken.
If you like, before serving, top each glass off with whipped topping and a sprinkling of cinnamon. Yum time!