well if it were me, id go with RAM or GPU.
Run Memtest on your ram, and see how it goes, or take out and only run with one stick, anf then try the other ect..
The odd this is you say it doesnt happen in games, thats when everything is under most stress.
Go a head and install the latest nvidia drivers
as well if you already havent done so.