I would also love something like that, but doesn't your keyboard have something like that? For my Windows laptop, if you press "Home" it brings you to the top, and if you press "Page Up" or "Page Down" it respectively goes up and down. Likewise, the "End" button will do the same, bringing the page to the bottom.
Not sure if Apples have this though.