Built a Customer Churn Prediction by Essam MakaremBuilt a Customer Churn Prediction by Essam Makarem

Built a Customer Churn Prediction

Essam Makarem

Essam Makarem

Built a Customer Churn Prediction project using Python, Pandas, NumPy, and Scikit-learn. I cleaned and preprocessed the data, performed exploratory analysis, trained classification models, and evaluated performance using metrics such as Accuracy, Precision, Recall, F1-score, Confusion Matrix, and ROC analysis.
The goal was to identify customers at risk of leaving and uncover patterns that could help improve retention strategies.
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Posted Oct 5, 2026

Built a Customer Churn Prediction project using Python, Pandas, NumPy, and Scikit-learn. I cleaned and preprocessed the data, performed exploratory analysis,...