For my project I'd like to hook up two sets of fifty LEDs that fade in and out. Is this possible?
The number of LEDs in the set is irrelevant, if all the Arduino is doing is controlling the brightness.
If you expect the Arduino to provide power, too, the number is far less than 50 in a set.