Edge AI is revolutionizing our approach to intelligent systems. By bringing data processing directly to devices, Edge AI offers a range of benefits including reduced latency, enhanced security, and improved efficiency. This guide explores the key concepts, challenges, and opportunities associated with deploying intelligence at the edge. Edge compu