Deferred exam course disappeared on avenue

I deferred one of my fall term final exams, but the course I deferred disappeared from avenue to learn. I no longer have access to the course materials but I need them to study. I don't really know anybody from the course too. Do you think I should try emailing the professor? Would they be annoyed?