How to tell what to set your aperture at?

Is there a common rule of thumb on what to have your aperture at? I know I am asking a vague question because of all the cirstances of what you are shooting. But can someone give me a guideline on what or how to tell what you need your aperture to be set at? I am brand new to photography but eager to learn, any help is appreciated. Thank you.