Before you start, make sure that your system meets the requirements of Atrium.
The process of installing Atrium is very similar to installing Drupal. Please follow the Drupal installation instructions but choose the Atrium Installer rather than the default Drupal install profile when you are prompted during the installer.
You can also come chat with us in IRC. We're hanging out in #open_atrium on freenode.net.