IntroductionIn today's dynamic digital era, Machine Learning has become a key driver in revolutionizing industries. From recommendation systems to autonomous cars, its uses are nearly endless. Mastering the basics of Machine Learning is more important than ever for students looking to advance in the technology space. This write-up will walk