If you are new to Joomla and would want to get quick tips and tutorials, Compass Designs Turtorials is the place to go. Very simple yet comprehensive step-by-step how-to in joomla can be obtained there.
You can also go directly to their Downloads Page and downloads the instruction manuals and a few Joomla extensions.