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1. credit-default-modeling credit-default-modeling Public

   Credit default prediction using XGBoost with time-based validation, inverse probability weighting for selection bias, and SHAP explainability — includes production readiness assessment.

   Jupyter Notebook

2. Flight-Path-Analysis/FlightPathAnalysis Flight-Path-Analysis/FlightPathAnalysis Public

   ✈️ A project to download and interpret historical flights and weather data, and trains a ML model to predict fuel consumption based on weather conditions on takeoff. Created for the Erdös Institute…

   Jupyter Notebook 3 2

3. diabetes-ucidata diabetes-ucidata Public

   Analyzing clinical care data, this repo aims to predict hospital readmission 🏥 within 30 days using ML models: Logistic Regression, Decision Tree 🌳, Random Forest 🌲, XGBoost 🚀, and Neural Networks …

   Jupyter Notebook 1

4. employee-attrition-rate employee-attrition-rate Public

   📊 Dive into ABC's attrition analysis! This report uncovers crucial insights and predictive models to combat high turnover rates in the telecommunications industry. 💼🔍 Explore actionable recommendat…

   Python