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The lack of students' ability to manage their learning process in online learning requires to determine their display of self-regulation skills. This study reveals the profiles of students in a Turkish university considering their self-regulation skills with cluster analysis. Students were profiled in three clusters. Prominent LMS components revealed within the framework of these self-regulation and students’ profiles were interpreted. It was concluded that there was a significant relationship with goal setting, environment structuring, task strategies and self-evaluation but help-seeking, time management with the academic achievement no statistically significant relationship.