Within a report's "Design" tab, select the ellipsis "..." at the left hand side of the report section you wish to delete. At the bottom of the resulting drop-down menu, select "Delete".

There is no confirmation dialogue; the section will be deleted instantly. 

Be sure to save your changes before exiting the design editor.