The calculated distance (air line) between South Melbourne and Ballarat is approximately 64 miles respectively 103 kilometers.
By car or train, the actual journey to Ballarat is certainly longer, as only the direct route (as the crow flies) between South Melbourne and Ballarat has been calculated here.
Air line (approximately)
103 kilometers
55 nautical miles