net.tutsplus.com/.../how-to-setup-a-dedicated-web-server-for-fr\
ee/

My personal preference is to begin with Ubuntu Desktop, since performance won't
be an issue on a web site you are just testing. Many things are a lot easier if
you have a local GUI. The only thing it adds is memory usage, so you probably
want more than 512 MB.