If you don't want to worry about distros just use Ubuntu. Argue amongst yourselves about with distro is "best" but Ubuntu has become a de-facto standard by this point, especially if you don't care about "Linux" and just want something that works.

[Awaits inevitable flood of comments along the lines of "I tried x on Ubuntu and it didn't work but it worked fine on y"]