Adaptive Personalization and Learning Analytics
Identify mastery patterns, then adjust question difficulty and time recommendations. A learner who breezes through retrieval tasks can jump ahead, while another receives scaffolded practice. Both feel respected, not squeezed into a one-size-fits-all pathway.
Adaptive Personalization and Learning Analytics
Show only the essentials: progress toward goals, upcoming tasks, and a simple streak that forgives breaks. One company reduced dashboard anxiety by swapping dense charts for a single trend line plus clear, friendly weekly actions.