At Université Lyon I, introductory statistics courses for biologists emphasize the connection between statistical methods and biological data. Online course material was developed for this purpose based on the statistical software R. Through this material, sophisticated modeling tools and data visualization techniques can be made accessible to students with widely varying mathematical background.