With rising global challenges, AI and ML offer powerful tools for sustainable solutions. This FDP provides a practical platform to explore AI/ML in key areas like healthcare, agriculture, and urban systems. Through expert-led sessions, hands-on training, and SDG alignment, participants gain essential skills for real-world application. The course supports academic growth, encourages innovation, and fosters interdisciplinary collaboration—empowering faculty and researchers to drive impactful change through technology in their institutions and communities.