You can download a Confluence page as a PDF document. To do this, you'll need permission to view the page.
Click on the three dots in the page menu, then click "Export to PDF." The download will begin automatically, and can then be opened in your PDF viewer.
You can watch our Video #28 of the video tutorial series "Learn Atlassian Confluence". You may also read this page of Atlassian's documentation.