Android has, or is soon to get, an incognito mode for the YouTube app, which will stop watched videos from showing up in your YouTube history. Google will still know exactly what you watch, of course.

Private browsing entails surfing the web without storing information about your browsing sessions. During private browsing, your web history isn't saved, form data isn't recorded, and cookies are ...