In around 15 minutes, the time it takes to install Ubuntu Server Edition, you can have a LAMP (Linux, Apache, MySQL and PHP) server up and ready to go. This feature, exclusive to Ubuntu Server Edition, is available at the time of installation.
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Created by giantrobot 16 years 43 weeks ago – Made popular 16 years 43 weeks ago
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underthelinux
16 years 43 weeks 3 days 14 hours ago
howtoforge
Alternative (that i prefer):
http://www.howtoforge.com/perfect_server_ubuntu7.10
It's a little more comprehensive, and it doesn't take you through the default LAMP server on ubuntu. Describes what's going on in a little more depth.
I'll also say that howtoforge's version of installing webmin is a lot more complicated. I prefer this post, for that.