Install Vagrant and Virtualbox. Vagrant lets you create a virtual machine and run a custom setup/installation script to make installation easier and faster.
From the command line, cd into vagrant/ and run vagrant up
After it finishes installing the Ubuntu VM, follow the printed instructions.