How to edit the target completion date (last submission date) for the survey?

To edit the target completion click on the pencil icon in-front of the "Target Completion Date" just below the Survey Name on the top left corner of the screen.

Clicking on the button a date picker appears click on the desired date and click on submit to confirm the date.