I haven't done the tutorial, but I'm guessing that either...

there are keyframes on the boat (you can remove them in the Windows > Animation Editors > Graph Editor, make sure the boat is selected),

or

there is gravity on the boat to force is to follow the contours of the water. I'd try amking the base of your boat thicker.

Good luck.