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Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
Comparing Linear · Ridge · Lasso · ElasticNet · Polynomial Regression on real-world medical insurance data, with SHAP explainability and business insights.
A complete churn prediction system comparing five tree-based and ensemble algorithms, combined with Customer Lifetime Value segmentation and a retention ROI analysis, delivering an actionable, prio…
A rigorous comparison of statistical and ML-based time series forecasting approaches for PM2.5 air quality prediction, culminating in a hybrid SARIMA+XGBoost model and a health alert system that co…
Jupyter Notebook
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