IntroductionIn today's dynamic digital era, Machine Learning has become a key driver in shaping industries. From Remote work hacks to autonomous cars, its applications are nearly boundless. Grasping the basics of Machine Learning is more important than ever for students looking to advance in the technology space. This write-up will