Magnetic Resonance Fingerprinting (MRF) is a novel imaging technique for rapid and simultaneous quantification of multiple tissue properties. The method has been applied for quantitative imaging of many different organs. Compared to conventional quantitative MR imaging approaches, MRF has demonstrated superior performance in imaging speed, accuracy and efficiency. In this presentation, I will first provide a technical overview of the MRF method from data acquisition to post-processing. Recent development in advanced reconstruction methods, integration with machine learning, and application in clinical studies will also be reviewed.