Examines the use of cognitive apprenticeships as a framework for instructional design to help address the needs of a distributed learning environment. Describes the applications of a multimedia training course that helps weather forecasters interpret radar. Findings indicate that cognitive apprenticeships can be implemented in multimedia to meet the cognitive demands of diverse learners. (JMV)