The calculated distance (air line) between South Yarra and Ballarat is approximately 65 miles respectively 105 kilometers.
By car or train, the actual journey to Ballarat is certainly longer, as only the direct route (as the crow flies) between South Yarra and Ballarat has been calculated here.
Air line (approximately)
105 kilometers
57 nautical miles