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