Large-scale demand forecasting¶

The notebooks listed below outline how to performed large-scale demand forecasting using DataRobot's Python package. No single model can handle extreme data diversity or forecast the complexity of human buying patterns at a detailed level. Complex demand forecasting typically requires deep statistical know-how and lengthy development projects around big data architectures. This notebook builds a model factory to automate this requirement by creating multiple projects "under the hood."

Follow the notebooks below in order to complete the demand forecasting workflow.