Development tools overview

Agent Platform includes the following tools to help data scientists and software engineers develop machine learning (ML) workflows:

  • The Agent Platform SDK is a comprehensive set of classes written in Python that lets you automate an ML workflow. With the Agent Platform SDK, you can use the Python language to accomplish anything you can do in the Google Cloud console. For more information, see Introduction to the Agent Platform SDK.
  • Colab Enterprise is a collaborative, managed notebook environment with the security and compliance capabilities of Google Cloud. For more information, see Introduction to Colab Enterprise.
  • Agent Platform Workbench is a Jupyter notebook-based development environment that data scientists can use for their entire ML workflow. For more information, see Introduction to Agent Platform Workbench.
  • Terraform is an infrastructure as code (IaC) tool that you can use to provision resources and permissions for multiple Google Cloud services, including Agent Platform. For more information, see Terraform support for Agent Platform.

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