I found a post on digg about a plan to become your own host in 75 easy steps. These Steps, at first I thought would be long and tedious, but it appears that each step is simple.
The instructions do not cover security and issues that usually arise later on after the server is running and exposed to the rest of the net, but it does look like it will get you started.