This self-paced tutorial outlines ten steps to make your research reproducible, beginning with data quality, documentation, management of sensitive data, through to the publication of datasets. The aim is to move towards reproducible research regardless of your current skills, and includes useful resources for beginners, intermediate and advanced learners.