To edit your public profile on LinkedIn, log into your account and select "Privacy & Settings" from the dropdown menu next to your profile photo. From there, click the link to "Edit your public profile" where you can use checkboxes to select which parts of your profile you want to make public before clicking "Go back to Settings" to save your changes.