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Introduction In today's ever-evolving digital era, Machine Learning has become a key driver in shaping industries. From personalized ads to virtual assistants, its fields of usage are nearly limitless. Understanding the basics of ML is more essential than ever for students looking to succeed in the technology space. This guide will walk you through the core concepts of ML and provide practical tips for beginners. What is Machine Learning? A Simple Overview At its heart, ML is a subset of AI focused on teaching computers to adapt and make predictions from datasets