I live near woodland on the edge of the city but still very much in an urbanised area and sometimes when it's super quiet deer will come down out of the woods and nibble on the grass.

Only when it's dead silent though. You think to yourself that you haven't heard a single sound other than the wind and leaves for the last hour then you look out the window and there's 2 deer there. I enjoy seeing them. What I really enjoy is being outside and seeing them before they see me. Makes me feel powerful and stealthy.

If you go into the woods they're more common. There's one in this image.