Predictive Analytics
Use of ML models to predict future events based on historical data.
Predictive analytics applies machine learning to historical series and business data to forecast demand, churn, fraud, and maintenance. It enables proactive rather than reactive decision-making.
Practical examples
- Seasonal sales forecasting
- Bank fraud detection
- Predictive plant maintenance
- Telco churn prediction