Customer Churn Prediction Model Comparison – Tableau Dashboard

Losing existing customers (churn) is one of the most concerning issues for businesses, directly impacting revenue and growth. The client wanted to develop churn prediction models using different machine learning algorithms and compare them graphically. To address this, we developed a Tableau dashboard that visualizes and compares the performance of multiple machine learning models for churn prediction. By integrating model outputs from Python into Tableau, the solution provided management with a clear, interactive view of churn probabilities across models.