Part I draws on seven featured evaluations to illustrate the challenges of evaluating online learning and to describe how different evaluators have addressed them. Part II offers recommendations that synthesize the lessons learned in these examples and also draw from research and conversations with experts in evaluating online learning. These recommendations aim to provide guidance to program leaders who are contemplating an evaluation and to assist program leaders and evaluators who are already working together to complete one.