In today's dynamic technological landscape, Artificial Intelligence (AI) is disrupting industries at an unprecedented speed. Edge AI, a specialized subset of AI, is rising to prominence as a game-changing force, bringing the benefits of AI directly to the source of data generation. This comprehensive guide delves into the key principles of Edge AI,