Use the following samples and tutorials to learn more about Vertex AI Pipelines.
General notebooks
| Vertex AI feature | Notebook | Description | Open in |
|---|---|---|---|
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Vertex AI Pipelines
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Vertex AI Pipelines and the Kubeflow Pipelines SDK | Learn the basics of running and building pipelines using the Kubeflow Pipelines SDK. | |
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Vertex AI Pipelines
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Pipelines with control structures | Learn how to use control structures in a Kubeflow pipeline. | |
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Vertex AI Pipelines
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Pipelines with lightweight components based on Python functions | Learn how to build Python function-based Kubeflow pipeline components. | |
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Vertex AI Pipelines
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Model metrics | Build Vertex AI Pipelines that generate model metrics and visualizations, and compare pipeline runs. |
Google Cloud Pipeline Components notebooks
| Vertex AI feature | Notebook | Description | Open in |
|---|---|---|---|
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Vertex AI Pipelines
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Custom training workflow with prebuilt Google Cloud Pipeline Components and custom components | Learn how to use prebuilt Google Cloud Pipeline Components and custom components to train a custom model. | |
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Vertex AI Pipelines
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AutoML image classification model workflow | Learn how to use Google Cloud Pipeline Components to train an image classification model using Vertex AI AutoML. | |
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Vertex AI Pipelines
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AutoML tabular classification model workflow | Build an AutoML tabular classification workflow on Vertex AI Pipelines. | |
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Vertex AI Pipelines
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AutoML tabular regression model workflow | Learn how to use Google Cloud Pipeline Components to train a linear regression model using tabular data and Vertex AI AutoML. | |
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Vertex AI Pipelines
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AutoML text classification model workflow | Learn how to use Google Cloud Pipeline Components to train a text classification model using Vertex AI AutoML. | |
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Vertex AI Pipelines
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Custom training with prebuilt Google Cloud Pipeline Components | Learn how to use prebuilt Google Cloud Pipeline Components to train a custom model. |
