Hi and welcome to the DIS!
The bus ride itself is not long...10-15 minutes. But you should allow at least 45 minutes from the time you leave your room. You need to walk to the bus stop, wait for the bus, get on the bus possibly with a few dozen other people, many of whom will have strollers, make other bus stops along the way, and then walk from the bus stop to the park entrance.
Bob