In any training context, it is often useful to make predictions of learners’ performance. Learners and training systems can vary greatly in their history of relevant experience, and likewise there is great variety in how that experience may be called on in the future. The present chapter offers a concise mathematical approach to making quantitative predictions of future performance, as a function of the learner’s training history.