There are plenty of managed hosting solutions out there, but it will cost you a bundle. The time it will take to learn the Linux admin thing you need to varies, but if you are a pretty quick learner, I would not expect it to take too long.

Just don't get stuck trying to find the right guides/information. It is out there, so as around.