すべての AutoML Tables のコードサンプル

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

• Get online predictions and explanations
• Get predictions from a custom trained model
• Get TabNet online predictions
• Get Wide & Deep online predictions
• Training models

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

• Explaining predictions
• Managing models

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

• Explaining predictions
• Online predictions

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

View sample

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

View sample

View in documentation

• Managing models

Undeploy a model

Undeploys a model.

Java Node.js Python

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View in documentation

• Managing models