The Prenostik Student Learning Dashboard (SLD) improves graduation rates and STEM major retention via self-regulated learning. This is accomplished through a bottom-up approach, improving higher education from the student's perspective, akin to one-on-one tutoring/coaching where learning can be personalized, adaptive, and predictive. It is analogous to the popular fitness wearable watch "Fitbit," but providing individualized learning monitoring.