In today's rapidly evolving technological landscape, Artificial Intelligence (AI) is disrupting industries at an unprecedented pace. Edge AI, a specialized subset of AI, is emerging as a transformative force, bringing the capabilities of AI directly to the edge of data generation. This comprehensive guide uncovers the key principles of Edge AI, sho