Advanced Marketing Analytics

Chapter 5: Predictive Analytics

5.1 Predictive Models

Use statistical models to predict future outcomes.

• Customer lifetime value prediction
• Churn prediction
• Purchase probability
• Campaign performance forecasting

5.2 Machine Learning for Predictions

Apply ML algorithms for advanced predictions.