Bring Your Own Model (BYOM) allows data scientists and analysts to bring models trained outside of Vantage and use the models to perform scoring using the data residing in Vantage.
Teradata Package for R (tdplyr) supports BYOM functionality.
- Create or convert trained model in one of the following supported model interchange formats.
- Predictive Model Markup Language (PMML)
- Model Object Optimized (MOJO)
- Open Neural Network Exchange (ONNX)
- Dataiku
- DataRobot
- Store the model in a Vantage table in a BLOB column.
- Use the corresponding BYOM Predict Functions to score your data with the model.