ABSTRACT Predicting a student's duration of study is crucial for universities to determine whether students will graduate on time. This research aims to develop an effective prediction model for determining the length of study based on related factors. The Random Forest method was chosen to overcome the complexity and diversity of student data. A study was conducted on 1535 graduates from the …