hi phil
welcome to scribus.
at the beginning of the tutorial it says that you should go to the rembrandt wikipedia page and download the rembrandt picture from there.
did you do that?
and, no, scribus does not come with stock images, but scribus can use any stock image that you have on your computer.
ciao
a.l.e