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Assuming you have some basic knowledge of the command line interface under Linux and you use the default LAMP installation on Ubuntu and not XAMPP.
sudo apt-get install apache2-mpm-prefork mysql-server
sudo apt-get install php5 php5-common php5-mysql php5-curl php5-gd
sudo apt-get install git
To ensure apache will work properly restart the apache service:
sudo service apache2 restart