Locate the assignment to be deleted on the Class Details page, then click the gear icon to change the assignment settings.
Remove all students from the assignment by clicking the checkbox next to the Assign header. Remove one student at a time by clicking the other checkboxes underneath the header.
Click Save to save changes.