Project Information

Objective

To understand the influence of gender, race/ethnicity, parental level of education, lunch and test preparation course on student's exam score.

Achievements

  • Developed an ensemble model in Python's Scikit-learn to predict exam score, achieving high precision of 98.5% and leveraging odds ratios to identify key predictors, enhancing student classroom interaction and performance.

    • Tech Stack

    Decision Tree, Random Forest, XGBoost, Ensemble Learning