100accuracy

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ek724 / Student_performance_analysis_prediction

🎓 Predict student CGPA with 100% accuracy using linear regression on 1,193 records, revealing insights into academic performance and progress.

python linear-regression scikit-learn jupyter-notebook cgpa feature-engineering educational-project datacleaning datascience-machinelearning studentperformance 100accuracy

Updated Sep 9, 2026
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imattri28 / Student_performance_analysis_prediction

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Achieved 100% accuracy (R²=1.0000) predicting student CGPA using Linear Regression on 1,193 student records. Discovered academic progress perfectly determines performance. Complete ML pipeline: EDA → Perfect Model.

python linear-regression scikit-learn jupyter-notebook cgpa feature-engineering educational-project datacleaning datascience-machinelearning studentperformance 100accuracy

Updated Jan 14, 2026
Jupyter Notebook

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