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

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Last updated 2025-09-04 UTC.

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