Use a prebuilt template from the Template Gallery

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The Vertex AI Pipelines Template Gallery contains Google-authored pipeline templates that you can use to create pipeline runs.

Shows the Template Gallery page containing Google-authored pipeline templates for Tabular Workflows

You can create a pipeline run using the following template from the Template Gallery:

  • AutoML for Tabular Classification / Regression: A template for the Tabular Workflow for End-to-End AutoML pipeline. The Tabular Workflow for End-to-End AutoML is the complete AutoML pipeline for training a classification or regression model from a tabular dataset. Click Create run to create a pipeline run using this template. For more information about creating a pipeline run using this template, see Train a Model.

    For more information about the Tabular Workflow for End-to-End AutoML pipeline, see Tabular Workflow for End-to-End AutoML.

The following pipeline templates will be added soon:

  • Wide & Deep training: For more information about the Wide & Deep training pipeline, see Tabular Workflow for Wide & Deep. To learn how to train a model using this pipeline, including links to Jupyter Notebook Tutorials, see Train a Model.

  • TabNet training: For more information about the TabNet training pipeline, see Tabular Workflow for TabNet. To learn how to train a model using this pipeline, including links to Jupyter Notebook Tutorials, see Train a Model.

You can also create a pipeline run based on a custom pipeline template. For more information about how to create and use a pipeline template, see Create, upload, and use a pipeline template.