In today's dynamic technological landscape, Artificial Intelligence (AI) is transforming industries at an unprecedented pace. 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 delves into the fundamentals of Edge AI, showcasing