I recently started the fast.ai course and went about setting up a Paperspace machine. @reshama 's github post was very helpful. I forked her post and augmented it with screenshots of the process for any non-CS person like me. Hope it helps.
Note: if you are reading this after few months then the screenshots will not match what you see since Paperspace would have changed/upgraded its webpage