We applied the concept of learning communities, whereby students develop their own ideas in cohort-based settings, to undergraduate research training. This creates powerful research communities where students practice science from observation to experimental design to interpretation of data. We describe a biology program, but the approach suits many discovery-based disciplines. (Contains 3 figures.)