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