Begin by clicking the "Grades" tab and then clicking on "Manage Grades" at the top left of the page.

Next, click on the "More Actions" button at the top of the list and scroll down to "Delete."

Finally, click on the box to the left to the grade item you'd like to delete and click on the blue "Delete" button at the bottom of the page.