I'm familiar with the setup Ubuntu comes with so I would like to stick with it, but feel free to suggest another distro if it works almost exactly like Ubuntu.
Question: How do I install a Ubuntu system with everything Ubuntu Desktop has, but without X, just a console? AFAIK, Ubuntu Server has a lot of extra server-related overhead that are unnecessary on a desktop system.