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AI revolutionizes daily life, automating businesses and enhancing energy control through smart devices. It mirrors human cognition, training machines in continuous learning, reasoning, and self-improvement, akin to the human mind. The rapid evolution of AI owes much to Machine Learning (ML) advancements, with Deep Learning (DL) as the cornerstone, raising the discussion of Machine Learning vs Deep Learning.