I found this tutorial but ended up with an unbootable Ubuntu which loads into GNU GRUB command prompt and cannot proceed further.
Is there a reliable way to do this?
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Each computer / laptop you want to run Ubuntu on can have different video cards and drivers meaning the kernel boot parameters might need changing.
Your best bet would be to make a Live-Boot USB with persistent storage.