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How do I pre-install Ubuntu for someone (OEM install)?

I basically want to install the installer, so that when the computer boots it will boot into the installer from the hard driver. I am selling my computer and I want a fresh copy of Ubuntu to be on it when the buyer receives it. How can I do this?