Bald Eagles do not dive into the water but rather skim across the top catching fish near the surface. During salmon runs in Alaska, Bald Eagles have been observed standing on the shoreline and pouncing on salmon as the fish swims into shallow water.
If a Bald Eagle catches a fish that is too heavy to lift, it may grasp the fish with its talons and use its wings like oars to swim to shore.