Hi! It’s good to know a few words of Turkish if you’re planning to just stay around Istanbul. Most people know a little English, esp. people around tourist locations. However if you plan to travel outside Istanbul, you definitely need more than the few conversational phrases.
Vast majority of the courses taught in Koc University in Istanbul are in English, so no worries about that.