- Automated Recommendations: AI-driven learning analytics systems can provide automated recommendations to learners, such as suggesting additional resources or recommending content based on current progress. These recommendations help personalize the learning journey.
- Instructor Dashboards: AI-based analytics can also support instructors by providing actionable insights through dashboards. These insights include learner risk levels, suggested interventions, and identification of topics that need additional focus. Instructor dashboards help educators make informed, data-driven decisions.