A
content management system is a web application that you can use to manage to content on a web site. They tend to provide a simple interface for you to enter your information and it will then create the web pages for you.
Some CMS examples (PHP based):
Mambo
Drupal
PHP-Nuke
As for getting on running - there will be a installation help page/documentation with whatever CMS you download.