Depending on your setup, YouTube will still fingerprint your browser and track your behavior, as is common practice with ad networks.
Your cookies and data might be cleared but as long as yt has any way to generate a unique identifier out of your browser preferences, it will identify you and start looking at your behavior / figuring out an algorithm.
Just fyi.
Yes. The answer is yes.