In today's dynamic technological landscape, Artificial Intelligence (AI) is transforming industries at an unprecedented rate. Edge AI, a specialized subset of AI, is emerging as a powerful force, bringing the benefits of AI directly to the source of data generation. This comprehensive guide uncovers the core concepts of Edge AI, illuminating its ap