The calculated distance (air line) between North Melbourne and Geelong is approximately 40 miles respectively 64 kilometers.
By car or train, the actual journey to Geelong is certainly longer, as only the direct route (as the crow flies) between North Melbourne and Geelong has been calculated here.
Air line (approximately)
64 kilometers
35 nautical miles