Method 1 - When viewing the page, click on the Edit tab.
Scroll to the bottom of the page, to the "Change to" field. Change to either "Publish" or "Archive" to unpublish.
Click on Save button.

Alternate Method - From the administration content page
Select the page, and use the "Action" dropdown to select "Archive current revision" or "Publish latest revision".
