End-to-end user journeys for imported models
This document describes the user journeys for ML models that are imported to BigQuery ML from Cloud Storage, including the statements and functions that you can use to work with imported models. BigQuery ML offers the following types of imported models:
Imported model user journeys
The following table describes the statements and functions you can use to create and use imported models:
| Model types | Model creation | Inference | Tutorials |
|---|---|---|---|
| TensorFlow | CREATE MODEL |
ML.PREDICT |
Make predictions with imported TensorFlow model |
| TensorFlow Lite | CREATE MODEL |
ML.PREDICT |
N/A |
| Open Neural Network Exchange (ONNX) | CREATE MODEL |
ML.PREDICT |
|
| XGBoost | CREATE MODEL |
ML.PREDICT |
N/A |