I know its pushing it, and most people already have a PC. This is simply a bare minimum method to get more into it. Things such as the keyboard, usb hub, etc are easy finds.
As for the pc itself, that thing could easily run LFS... i ran lfs on a 2gb 1.6ghz atom system just fine. Well enough to do actual racing.