Customer Churn Analysis & Prediction
تفاصيل العمل
The Problem: High customer acquisition costs compared to retention. Businesses often struggle to identify "at-risk" customers before they leave, leading to unexpected revenue loss. The Solution: A machine learning pipeline developed with Scikit-learn and XGBoost to analyze historical behavior and demographics. The model predicts the probability of churn, providing actionable insights for personalized retention strategies.
مهارات العمل
بطاقة العمل
طلب عمل مماثل
