Is this mold in my bathroom?
I am pretty sure that is mold. I would start with a bleach solution to clean it up. Rental? If so, I would have the landlord look at it and get it taken care of. Cleaning, painting with Kilz or Bullseye or something similar. Then monitor it for a few months.