Setting up the Lamp Stack

"As of the 7.04 release, the Ubuntu base system includes Tasksel. You can either install LAMP using tasksel or install the LAMP packages."

Here are the instructions: https://help.ubuntu.com/community/ApacheMySQLPHP

On windows you can use the Wamp stack: http://www.wampserver.com/en/