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In today's rapidly evolving technological landscape, Artificial Intelligence (AI) is disrupting industries at an unprecedented speed. Edge AI, a specialized subset of AI, is emerging as a game-changing force, bringing the capabilities of AI directly to the edge of data generation. This comprehensive guide explores the fundamentals of Edge AI, illum