Which Vertex AI feature provides a collaborative environment with notebook support for data science teams?

The feature that provides a collaborative environment with notebook support for data science teams is Vertex AI Workbench. This platform integrates various tools and functionalities that facilitate teamwork, allowing data scientists to collaboratively explore data, build models, and analyze results in a streamlined manner.

By offering notebook support, Vertex AI Workbench enables users to create, share, and modify Jupyter notebooks within a unified interface. This functionality is essential for collaboration, as it allows multiple team members to work on the same codebase, share insights through visualizations, and document their processes in real-time. The combination of an interactive coding environment and collaboration capabilities makes it a powerful asset for data science teams looking to leverage Google Cloud’s infrastructure for their projects.

Other options, such as Vertex AI Notebooks, are closely related and focus on the Jupyter notebook experience but do not encapsulate the broader collaborative workspace represented by Vertex AI Workbench. Conversely, the Vertex AI Dashboard and Vertex AI Lab do not specifically highlight collaborative features or notebook support as their primary function, making them less suited for this context.