This guide is great. But one has to install and setup apache and mysql first (if haven’t).
I follow this guide and add this line before the earlier guide and then it works perfectly.
sudo apt-get install apache2 php5 mysql-server phpmyadmin
But be sure to restart apache after installation.
sudo /etc/init.d/apache2 restart