Q. Will students receive a notification for a new assignment?

By default, no.

The default notification for creating new assignments (or changing an assignment) is NO email notification.  However, if you change a due date, users will receive an email about that once per week.  If you want students to be notified of a new or changed assignment right away, you should send an announcement.