Applying Educational Data Mining to Explore Students’ Learning Patterns in the Flipped Learning Approach for Coding Education

Computer Science

• Learning Approach 100%
• Educational Data Mining 100%
• Learning Group 66%
• Blended Learning 66%
• Hierarchical Clustering 33%
• Decision Trees 33%
• Logistic Regression 33%
• Machine Learning 33%
• Distance Learning 33%
• Learning Course 33%
• Learning Performance 33%
• Random Decision Forest 33%
• Heat Map 33%
• Learning Algorithm 33%

Social Sciences

• Data Mining 100%
• Student Learning 100%
• High-Risk Population 33%
• Educational Environment 33%
• Teaching Material 33%
• Distance Learning 33%
• Decision Tree 33%
• Learning Performance 33%
• Teacher Research 33%
• First-Year Student 33%
• Heat Map 33%

Chemical Engineering

• Learning System 100%