A nitride based semiconductor package includes a nitride based semiconductor device, a package substrate, and a bonding substrate. The semiconductor device includes, on a surface thereof, a first electrode pattern having a source electrode, a drain electrode and a gate electrode. The bonding substrate includes, on a first surface thereof, a second electrode pattern corresponding to the first electrode pattern, and at least one first groove pattern. The first groove pattern exposes the second electrode pattern. The first electrode pattern is received in the at least one first groove pattern. The second electrode pattern is bonded to the first electrode pattern received in the at least one first groove pattern. A second surface of the bonding substrate is bonded to the package substrate.