The following sections describe the components to making predictions in DataRobot:

  • Generate predictions: Initiate a prediction job with the Model.request_predictions object. This method can use either a training dataset or predictions dataset for scoring.
  • Batch predictions: Score large sets of data with batch predictions. You can define jobs and their schedule.
  • Prediction API: Use DataRobot’s Prediction API. to make predictions on both a dedicated and/or a standalone prediction server.
  • Scoring Code: Qualifying models allow you to export Scoring Code and use DataRobot-generated models outside of the platform