Did you do an upgrade from 7 to 10 or a clean setup? If upgrade, try a clean setup after backing up your files and nothing settings for email and such.
Try different RAM or one RAM stick at a time, also run a disk check, there should be a utility to scan the hardware in the BIOS. If none of those come out with anything good, it may be a video card or motherboard issue.