In today's dynamic technological landscape, Artificial Intelligence (AI) is disrupting industries at an unprecedented speed. Edge AI, a specialized subset of AI, is emerging as a powerful force, bringing the advantages of AI directly to the edge of data generation. This comprehensive guide delves into the fundamentals of Edge AI, showcasing its dep