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:

• Open Neural Network Exchange (ONNX)
• TensorFlow
• TensorFlow Lite
• XGBoost

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	Make predictions with scikit-learn models in ONNX format Make predictions PyTorch models in ONNX format
XGBoost	CREATE MODEL	ML.PREDICT	N/A