Personalized Learning Management System using a Machine Learning Technique

Learning Management System (LMS) is a traditional tool for E-learning. Combined with Machine (ML), such technology has unprecedentedly allowed teachers to observe and understand students' behaviors performance. This research aims enhance individual learning results by classifying risk group offering self-tutoring program. paper adopts machine-learning model proposes new algorithm named "RSU-ML-PL," which enables personalized system. Overall, the experiment revealed good progress in student marks on their final examinations. The examination show that 606 (79%) students passed exams.