You can delete Courses from the Assignment List by clicking the Delete button to the far right of the course name you wish to remove from the Assignment Content list.

You can delete Curriculum from the Assignment List by clicking the Delete button to the far right of the curriculum name you wish to remove from the Assignment Content list.