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olist-ecommerce-analysis
olist-ecommerce-analysis PublicSQL analytics on the Olist Brazilian e-commerce dataset — schema design, RFM segmentation, and cohort retention in PostgreSQL.
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seoul-bike-predictor
seoul-bike-predictor PublicEnd-to-end Seoul Bike Demand Forecasting using LightGBM (R² ≈ 0.90) with statistical feature engineering and live Streamlit deployment.
Python
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Loan-risk-data-Set
Loan-risk-data-Set PublicCredit risk classification app built with LightGBM, scikit-learn Pipeline, and SHAP. Predicts loan approval based on applicant profile.
Jupyter Notebook
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California-Housing-XGBoost-Regression
California-Housing-XGBoost-Regression PublicPredicting California housing prices using XGBoost. Featuring comprehensive EDA, Feature Engineering, and a deep dive into preventing model overfitting.
Jupyter Notebook
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