In today's dynamic technological landscape, Artificial Intelligence (AI) is transforming industries at an unprecedented pace. Edge AI, a specialized subset of AI, is rising to prominence as a transformative force, bringing the benefits of AI directly to the point of data generation. This comprehensive guide uncovers the fundamentals of Edge AI, sho