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Introduction In today's dynamic digital era, Machine Learning has become a key driver in transforming industries. From personalized ads to virtual assistants, its applications are nearly limitless. Mastering of Machine Learning is more essential than ever for students looking to advance in the technology space. This guide will help you the fundamental principles of ML and provide step-by-step tips for beginners. What is Machine Learning? A Simple Overview At its core, ML is a subset of intelligent computing focused on teaching computers to learn and solve problems