Lesson 2: What Is Student Performance Analysis?
Student Performance Analysis is the process of examining student data to evaluate academic performance and learning patterns. It helps answer important questions such as:
- How do exam scores vary with attendance?
- Do study hours impact performance?
- What effect do tutoring sessions or parental involvement have on scores?
- Which students might need extra support?
Student performance analysis is widely used in educational institutions to improve:
- Academic interventions and tutoring
- Personalized learning strategies
- Attendance and study habit monitoring
- Resource allocation for extra support programs
In this project, student performance analysis is performed by studying:
- Trends in exam scores across different attendance and study levels
- Relationship between previous scores, tutoring, and exam performance
- Correlation between multiple student factors and exam results
- Overall insights to guide interventions and support
Student Performance Analysis Project for Beginners Using Data Science
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