What Bob said...
Just think of it like the gearbox in a car:
High prop speed for take-off and climb (equal to low gear in a car, for starting and up hills)
Low prop speed for cruise (high gear in a car for cruise)
Just like using top gear in a car will improve gas mileage, so too does a lower prop speed in an aircraft (to a point).