From your "Assignments" tab inside of a class. you will see an "Options" dropdown on every assignment. Select "Edit Settings." From there you will see the 'Assignment Options' form where you can change the due date to any date so long as it has not already passed.
Students will get an email notification once you save the changes to the assignment with the new due date.