Let us know how it goes. If you have a display card, sometimes physically reinstalling it works if just the driver doesn't.
Check the logs, especially Performance log, for the time the intermittent prob occurs.
I'd still work through the troubleshooting steps
at your leisure, including the hardware tests. It's a great learning experience which teaches how to track down any problem in the future.