Is there a version of Linux that's idiot-proof to install?

Ubuntu is the easiest and most user friendly. Try using a stable release instead of a beta. They have specific instructions on the website about making a bootable flash drive, or cd. Just go to download the version and it should be there you can choose which method to install ubuntu.