I Built a Real-Time Customer Churn Prediction Model Using XGBoost: Full Python Code and Deployment Walkthrough

Table of Contents (TOC)Introduction: The Business Case for Real-Time ChurnPhase 1: Model Development with Python and XGBoostData Cleaning and Feature EngineeringHandling Imbalanced Data (SMOTE/Scale_pos_weight)Hyperparameter Tuning and EvaluationPhase 2: Deployment for Real-Time PredictionThe FastAPI/Flask API StructureCreating the Inference....