You can not have watched the lectures because I go through lots of examples on this (and I cannot type out the entire lecture here!).
If the dollar is being quoted at a premium it means the dollar is going to strengthen and so there will be fewer dollars to the euro – so we subtract the premium. (Similarly we add a discount)