Information and visualization imagery conveys data for more effective learning and comprehension, memory retention; analytic tractability; decision-making and information aesthetics. These types of visualization imagery may be built both in simple and complex ways. Complex and live data streams may be collated and delivered via interactive tools delivered via the Web, with some bolstering simulation learning. This chapter addresses the types of visualizations used in e-learning, strategies for creating these, and the ways to avoid unintended and negative learning.