MR technique offers the opportunity to non-invasively separate fat from water signal. This tutorial will provide an overview of methods to quantify fat with MRI, from T1 based or frequency selective methodologies to chemical shift induced imaging. Underlying principles, advantages and confounding factors will be presented.