A lot of people carry bags at these types of places. I'm pretty sure I remember them even having restraints for them even when I've gone to Sea World and the like. Hanging your Kindle on your waist would be awkward, any bag that size on your waist would be awkward.
Like someone said, go for a backpack. They're the easiest to deal with as long as you keep it light.