This short course is designed for learners to enhance their capabilities in the field of fraud detection. Throughout the course, participants embark on a journey that explores the innovative intersection of generative AI and fraud analytics. The curriculum covers essential topics, including the principles of generative AI, practical application in fraud detection scenarios, ethical considerations, and regulatory compliance. By combining theoretical knowledge, hands-on experiences, and real-world examples, learners gain the expertise to leverage generative AI effectively in fraud detection. Upon completion, students are equipped with the skills to detect fraud with precision, ensure ethical practices, and comply with regulatory standards, making them proficient in this evolving field.