Installing Ubuntu Linux on a PS2

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http://askubuntu.com – I want to install Ubuntu Linux on a PS2 (model SCPH-50004). I have searched a lot on Google and other search engines, but only found this video on YouTube, and it's not quite what I wanted. I am quite new to Linux so I need help with this. Is it possible to install Ubuntu on a PS2? How? (HowTos)