I think I found a good tutorial, It is at:http://webkul.com/joomla-tutorial/how-to-install-joomla-in-linux They even have instructions for installing it in Linux... but I must be doing something wrong....
Everything was coming along nicely after I figured out the period thing (from another thread) but now I don't know what to do after installing LAMP. They say Extract joomla in "var/www"(Folder path) now open the bowser and type http://localhost it will show the joomla folder as below
So I install it to /var/www/joomla but all http://localhost says is: