All AutoML Tables code samples

This page contains code samples for AutoML Tables. To search and filter code samples for other Google Cloud products, see the Google Cloud sample browser.

Create a dataset

Demonstrates how to create a dataset.

Java Node.js Python

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View in documentation

Creating datasets and importing data

Create a model

Demonstrates using AutoML Tables to create a model.

Java Node.js Python

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View in documentation

Delete a dataset

Demonstrates deleting a dataset.

Java Node.js Python

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View in documentation

Managing datasets

Delete a model

Demonstrates deleting a model.

Java Node.js Python

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View in documentation

Managing models

Deploy a model

Demonstrates deploying a model.

Java Node.js Python

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View in documentation

Managing models

Display a model evaluation

Demonstrates displaying a model evaluation.

Python

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Get a model

Demonstrates retrieving models.

Java Node.js Python

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View in documentation

Get a model evaluation

Demonstrates retrieving model evaluations.

Java Python

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Get an online prediction

Retrieves an online prediction for a single instance of prediction data.

Java Node.js Python

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View in documentation

Get batch predictions using Cloud Storage as a source and BigQuery as a destination

Creates a batch prediction job with a Cloud Storage file as input and BigQuery as a destination.

Node.js

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Get batch predictions with BigQuery input

Creates a batch prediction job with a BigQuery table as input.

Java Node.js Python

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View in documentation

Batch predictions

Get batch predictions with Cloud Storage input

Creates a batch prediction job with a Cloud Storage file as input.

Java Node.js Python

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View in documentation

Batch predictions

Get column specifications

Demonstrate retrieving column specifications

Node.js

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Get the operation status

Demonstrate retrieving an operation status.

Java Python

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Import data into a dataset

Creates a dataset and then imports data into the dataset.

Java Node.js Python

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View in documentation

Creating datasets and importing data

List datasets

Demonstrate listing datasets.

Java Node.js Python

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View in documentation

Managing datasets

List model evaluations

Demonstrate listing model evaluations.

Java Node.js Python

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View in documentation

Evaluating models

List models

Demonstrate listing models.

Java Node.js Python

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View in documentation

Managing models

Undeploy a model

Undeploys a model.

Java Node.js Python

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View in documentation

Managing models