The calculated distance (air line) between Dundee and Inverkeithing is approximately 34 miles respectively 55 kilometers.
By car or train, the actual journey to Inverkeithing is certainly longer, as only the direct route (as the crow flies) between Dundee and Inverkeithing has been calculated here.
Air line (approximately)
55 kilometers
30 nautical miles