Bananas have a singular seed. It is located in the bottom side of the peel where the flaps are joined after you peel it. Sometimes it's stuck on the banana.
Although species of wild banana do have seeds, bananas that are cultivated for human consumption are a seedless variety, and you will not find seeded bananas at the grocery store.