UMD is not really in the inner-city, while it does border it (considering the MLK to be the border of nice/not-so-nice areas). It's more accurate to call it as near the inner harbor, which is actually a pretty nice area (camden yards, aquarium, boating, ravens stadium, etc. etc.).
Hopkins, on the other hand, is most definitely in the inner city.