Do I need to adjust my friends setting in Steam so people can’t see what I’m playing?
No. Steam will display that you are Online but will not display you as in a game while you are playing the beta. The beta will appear on your Recently Played games list, and that is fine. See Can I tell people that I am in the playtest?