Vertex AI Pipelines notebooks

Use the following samples and tutorials to learn more about Vertex AI Pipelines.

General notebooks

Vertex AI feature	Notebook	Description	Open in
Vertex AI Pipelines	Vertex AI Pipelines and the Kubeflow Pipelines SDK	Learn the basics of running and building pipelines using the Kubeflow Pipelines SDK.	Colab Colab Enterprise GitHub Vertex AI Workbench
Vertex AI Pipelines	Pipelines with control structures	Learn how to use control structures in a Kubeflow pipeline.	Colab Colab Enterprise GitHub Vertex AI Workbench
Vertex AI Pipelines	Pipelines with lightweight components based on Python functions	Learn how to build Python function-based Kubeflow pipeline components.	Colab Colab Enterprise GitHub Vertex AI Workbench
Vertex AI Pipelines	Model metrics	Build Vertex AI Pipelines that generate model metrics and visualizations, and compare pipeline runs.	Colab Colab Enterprise GitHub Vertex AI Workbench

Google Cloud Pipeline Components notebooks

Vertex AI feature	Notebook	Description	Open in
Vertex AI Pipelines	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.	Colab Colab Enterprise GitHub Vertex AI Workbench
Vertex AI Pipelines	AutoML image classification model workflow	Learn how to use Google Cloud Pipeline Components to train an image classification model using Vertex AI AutoML.	Colab Colab Enterprise GitHub Vertex AI Workbench
Vertex AI Pipelines	AutoML tabular classification model workflow	Build an AutoML tabular classification workflow on Vertex AI Pipelines.	Colab Colab Enterprise GitHub Vertex AI Workbench
Vertex AI Pipelines	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.	Colab Colab Enterprise GitHub Vertex AI Workbench
Vertex AI Pipelines	AutoML text classification model workflow	Learn how to use Google Cloud Pipeline Components to train a text classification model using Vertex AI AutoML.	Colab Colab Enterprise GitHub Vertex AI Workbench
Vertex AI Pipelines	Custom training with prebuilt Google Cloud Pipeline Components	Learn how to use prebuilt Google Cloud Pipeline Components to train a custom model.	Colab Colab Enterprise GitHub Vertex AI Workbench