The calculated distance (air line) between South Yarra and Berwick is approximately 24 miles respectively 38 kilometers.
By car or train, the actual journey to Berwick is certainly longer, as only the direct route (as the crow flies) between South Yarra and Berwick has been calculated here.
Air line (approximately)
38 kilometers
21 nautical miles