Use what other people you know have. You'll probably run into the same issues that they did, and they'll be able to help you.
If you're interested in seriously learning Linux for Unix' sake, I'd suggest Slackware or a *BSD. BSDs aren't Linux, but fundamentally, either way you're going to get...