From the Admin Dashboard, navigate to the Students tab. Click the checkboxes to the left of all of the students' names whom you'd like to mark inactive. Once all students are selected, click the "Mark inactive" option in the gray row at the top of the roster.

If an entire classroom needs to be marked inactive at the end of the school year, you can mark the classroom inactive which will mark all students within the classroom as inactive, as well.