Setting your account to "Private" is easy. Simply go to your SETTINGS screen (you can navigate to this this screen by going to your profile and clicking 'EDIT PROFILE').
Find the 'Private Account' toggle in the settings page. If the toggle is ON (green) your account is set to PRIVATE.
For more information, see article - 'What is a private account?'