You will need the Full Write Events permission to perform this action.
Navigate to the event you want to delete and select "Delete" from the "Actions" menu in the top right area.
If the event is on a repeating schedule, a pop up will appear asking you what exactly you want to delete.
After making your selection, or if the event is non-repeating, a confirmation message will appear. Click on "Yes" to complete this action.