The hotel, which has nearly 4,000 rooms, is one of the largest in the world.
The blaze was reported at 10:46 p.m. and firefighters had it out by 11:09 p.m. The Las Vegas Strip was closed to traffic near the casino as firefighters battled the flames.
There were no immediate reports of injuries.
The cause is being investigated.