Vertex AI includes the following tools to help data scientists andsoftware engineers develop machine learning (ML) workflows:

• The Vertex AI SDK is a comprehensive set of classes written inPython that lets you automate an ML workflow. With theVertex AI SDK, you can use the Python language toaccomplish anything you can do in the Google Cloud console. For moreinformation, seeIntroduction to theVertex AI SDK.
• Colab Enterprise is a collaborative, managed notebook environmentwith the security and compliance capabilities of Google Cloud. For moreinformation, seeIntroduction to Colab Enterprise.
• Vertex AI Workbench is a Jupyter notebook-based development environment thatdata scientists can use for their entire ML workflow. For more information,seeIntroduction to Vertex AI Workbench.
• Terraform is aninfrastructure as code(IaC) tool that you can useto provision resources and permissions for multiple Google Cloud services,including Vertex AI. For more information, seeTerraform support for Vertex AI.

What's next

• Learn about theVertex AI SDK.

• Learn aboutColab Enterprise.

• Learn aboutVertex AI Workbench.

• Learn aboutTerraform support for Vertex AI.