Exam Professional Machine Learning Engineer topic 1 question 220 discussion - ExamTopics

Question: Secure Vertex AI Workbench Access

The question describes a scenario where a team needs to create a Vertex AI Workbench environment with restricted access. The correct approach is to create a new service account with the Vertex AI User role, assign Service Account User roles to team members, and then use this service account to provision a user-managed notebook instance.

Options:

• A: Incorrect approach using Notebook Viewer role.
• B: Incorrect approach using the default Compute Engine service account, potentially compromising security.
• C: Correct approach using a new service account with appropriate role assignments for security.
• D: Incorrect approach granting primary access to one member only.

Correct Answer:

Option C is the correct solution because it prioritizes security by creating a dedicated service account and granularly assigning roles to ensure team members only have necessary access, preventing unauthorized access to sensitive resources. This method adheres to best practices for secure cloud collaboration.