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Introduction In today's ever-evolving digital era, ML has become a foundational element in shaping industries. From personalized to virtual assistants, its applications are nearly boundless. Grasping the basics of Machine Learning is more crucial than ever for students looking to excel in the technology space. This guide will walk you through the fundamental principles of ML and provide practical tips for beginners. What is Machine Learning? A Simple Overview At its core, ML is a branch of intelligent computing focused on teaching computers to adapt and solve prob