تحليل بيانات

Online Course Engagement Analysis

• Conducted exploratory data analysis on 9,000 student records examining behavioral patterns in online learning

• Analyzed metrics including time spent on content, videos watched, quiz participation, and completion rates

• Developed a composite activity score through feature engineering to holistically measure student engagement

• Applied statistical testing and correlation analysis to validate relationships between engagement and course completion

• Technologies: Python, Pandas, Matplotlib, Seaborn, SciPy, Statistical Analysis