The emergence of machine learning makes it possible to analyze and deal with a large number of complex problems in the real world. The development of medical imaging technology makes the collected data more and more huge, which makes machine learning become particularly important. This course aims to teach the basic knowledge of machine learning, explain the application of machine learning in various fields of medicine, and cultivate students' ability to use machine learning to solve practical problems in medicine.