I pretty much learned PHP / MySQL from this one tutorial, follow it through (even if your purpose isn't to make a membership system), and it should be real easy to pick up the basics and run with it.
http://www.phpfreaks.com/tutorials/40/0.php
PS: Check out the rest of the site too, they have a lot of other good stuff.