I wouldn't say I'm that techy and I recently jumped over to Linux Mint from Windows because it has the C-compiler gcc pre-installed and it's UNIX seems to be a better experience for programming. It was easy to install, I find I'm going back to Windows less and less. I used to use Photoshop a lot, now I'm just using Krita. I'm lovin it so far. Only games are a problem maybe, although the game I play has a linux version, I just can't be bothered loading yet.
Linux Mint is supposed to be the easy for-the-layman Linux distro and that's been my experience so far - everything has worked, no issues.