The realm of intelligent systems is rapidly evolving, driven by a powerful synergy between AI. This confluence of disciplines necessitates a multi-faceted approach that combines the perspectives of AI experts, data scientists, and software developers. AI provides the basic algorithms and models that enable systems to adapt from data. Data science