Introduction to Burnaby Deer Lake: Burnaby Deer Lake is about half an hour's drive from Vancouver. This hidden gem in the city is adjacent to the main section of the Trans-Canada Highway. On a sunny afternoon, feeling the warm sunshine, the beautiful scenery here is like a warm lakeside scene in a fairy tale.