This tutorial is intended for graduate students, academic researchers, and industry practitioners with an interest in Cyber-Physical Systems, Internet of Things, and distributed computing infrastructures. It is particularly suited for participants seeking a comprehensive methodological and practical understanding of the design, deployment, and management of CPS across the computing continuum, including Edge, Fog, and Cloud environments, as well as the integration of Artificial Intelligence for adaptive and autonomous system behavior.