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sudo apt-get install tasksel
sudo tasksel install lamp-server
It will install all the basic LAMP stack for you, prompt for MySQL root password, etc.
More specifically it will install the following packages, and their dependencies.
mysql-client-core-5.1 libwrap0 apache2
libaprutil1-d...