The automotive landscape is continuously evolving, with modern vehicles becoming increasingly complex. This evolution has brought about sophisticated diagnostic systems that Machine Learning Applications can be challenging to interpret. To effectively repair these advanced vehicles, technicians need a firm grasp of modern vehicle diagnostics. This