This half-day professional development workshop is designed to provide participants with a comprehensive overview of the fundamentals of artificial intelligence (AI) in the context of simulation-based training. Through a combination of lectures, hands-on activities, and case studies, participants will gain a deeper understanding of the key concepts and technologies in this field, and will learn how to apply these methods to improve the quality and effectiveness of simulation-based training.