Predict employee voluntary turnover using a rank-constrained decision tree with isotonic calibration and temporal cross-validation.
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Oct 16, 2025
#
turnover-prediction
Here are 5 public repositories matching this topic...
Analyze employee attrition trends using IBM's fictional HR dataset. This intermediate-level project leverages Python, machine learning, SQL, and Excel to uncover key factors influencing turnoversuch as job satisfaction, income, and work-life balanceempowering data-driven HR decisions and retention strategies.
python data-science machine-learning sql data-driven excel eda data-visualization business-intelligence classification predictive-modeling data-analyst human-resources employee-attrition hr-tech hr-analytics employee-performance turnover-prediction ibm-dataset workforce-analysis
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Jan 22, 2026
This project demonstrates predictive modeling for employee turnover factors for an automotive manufacturer
machine-learning random-forest logistic-regression predictive-modeling employee-retention hr-analytics turnover-prediction
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Mar 7, 2025 - Python
Sistema Enterprise de People Analytics com Deploy em Nuvem. Predição de Turnover com 80% de Recall usando Scikit-Learn e Streamlit.
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Jan 19, 2026 - Python
Prédiction du turnover des employés chez Salifort Motors via l'analyse de données RH et le Machine Learning (Random Forest/XGBoost). Projet Capstone Google Advanced Data Analytics.
python data-science machine-learning random-forest scikit-learn xgboost hr-analytics turnover-prediction
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Feb 12, 2026 - Jupyter Notebook
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