loader image

AI for Sales Forecasting and Demand Planning

Wishlist Share

About Course

This practical course focuses on leveraging AI and machine learning for accurate sales forecasting and demand planning. Students learn time series forecasting methods, causal modeling, ensemble techniques, and demand sensing algorithms that improve inventory optimization and revenue planning. The course covers seasonality analysis, external factor integration, forecast accuracy metrics, and scenario planning. Participants develop skills to build forecasting systems that reduce stockouts, minimize excess inventory, optimize supply chain operations, and enable data-driven sales and operations planning processes.

What Will You Learn?

  • Master time series forecasting techniques (ARIMA, Prophet, LSTM)
  • Build causal models incorporating external factors
  • Implement ensemble forecasting for improved accuracy
  • Analyze seasonality and trend patterns
  • Optimize inventory levels using demand predictions
  • Create scenario planning and what-if analysis tools
  • Measure and improve forecast accuracy continuously
  • Integrate forecasts with supply chain systems

Student Ratings & Reviews

No Review Yet
No Review Yet