I looked in a book I have, Bargello Hearts by Nancy Podolsky. Generally her guideline for her designs for a queen, (60 x 80, without borders) is 2/3 yard each of 12 different colors.
The class you're considering, does it indicate if they provide the pattern or you have to buy your own?
Trying to help. :)