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Introduction In today's fast-paced digital era, Machine Learning has become a cornerstone in transforming industries. From personalized ads to autonomous cars, its applications are nearly limitless. Mastering the basics of Machine Learning is more essential than ever for students looking to advance in the technology space. This guide will help you the key elements of ML and provide practical tips for beginners. What is Machine Learning? A Simple Overview At its center, ML is a branch of intelligent computing centered on teaching computers to improve and make pre