The study investigates graduate students' perceptions of online learning, identifying helpful elements and challenges. Key findings reveal that course design, learner motivation, time management, and familiarity with technology positively impact online learning experiences, while issues such as technical problems, lack of community, and unclear objectives pose significant challenges. Suggestions for improving online learning environments are also provided, highlighting the need for continued research in this area.