reps is short-hand for "repetitions" so it is how many times you repeat the same exercise in a set.
number of sets in turn is how many time you repeat the whole "set" So like the example mentioned in the other ans, to do 5 sets of 20 reps for push-ups mean u will be doing 5x20=100 pushups.