Go to "Mt Profile" at the top right corner.

Hover over the cover photo until you see the "Change Cover" button.

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 adjusts according to the size of your screen.