Go to "My Profile" and hover over the cover photo until you see the "Change Cover" button in the left corner.

Then select to either upload a photo or use a one from your profile.

Once you're done press "Set Cover" and you're done.

Note: The size and display of the cover photo change according to the size of your screen.