The calculated distance (air line) between Deer Park and Melbourne City Centre is approximately 11 miles respectively 18 kilometers.
By car or train, the actual journey to Melbourne City Centre is certainly longer, as only the direct route (as the crow flies) between Deer Park and Melbourne City Centre has been calculated here.
Air line (approximately)
18 kilometers
10 nautical miles