Artificial intelligence has the potential to enhance healthcare by improving patient outcomes and reducing medical errors. This course explores AI applications in Biomedical Engineering through four key modules: Python Bootcamp, Concepts of Machine Learning, Deploying AI in Practice, and Real-World Applications of AI in Medicine. Emphasizing hands-on learning, the course focuses on practical uses of AI for medical diagnosis and prognosis, equipping students with the skills to address real-world challenges in healthcare. Prerequisite: Admission to a graduate program.