Windows-free Ubuntu guy here, for over a year now. I even kept my old Windows box hooked up to a KVM "just in case". So far it only gets turned on if I accidentally bump my foot on the power switch.
Something here, might not be the best guide: https://superuser.com/questions/342719/how-to-boot-a-physica...