Artificial Intelligence (AI) is reshaping the healthcare industry by enabling precise diagnostics, personalized treatments, and optimized clinical workflows. To harness the transformative potential of AI, healthcare professionals require targeted education and training programs that address the integration of AI technologies into medical practice while promoting sustainable healthcare models. This chapter examines the imperative of equipping the AI-enabled healthcare workforce with the skills to effectively and ethically deploy AI solutions. It explores innovative educational frameworks, interdisciplinary collaboration, and tailored curricula that align with global sustainability goals. By fostering continuous learning and integrating ethical considerations, these programs aim to empower healthcare professionals to leverage AI for enhanced patient outcomes, energy-efficient operations, and environmentally sustainable practices in healthcare delivery.