Google Professional Machine Learning Engineer
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You are part of a large team with over 50 data scientists, all utilizing Google's AI Platform for their projects. Your task is to design an effective and scalable strategy to organize the team's jobs, models, and versions. Considering the need for clean organization and future scalability, which strategy should you choose?
A
Set up restrictive IAM permissions on the AI Platform notebooks so that only a single user or group can access a given instance.
B
Separate each data scientist's work into a different project to ensure that the jobs, models, and versions created by each data scientist are accessible only to that user.
C
Use labels to organize resources into descriptive categories. Apply a label to each created resource so that users can filter the results by label when viewing or monitoring the resources.
D
Set up a BigQuery sink for Cloud Logging logs that is appropriately filtered to capture information about AI Platform resource usage. In BigQuery, create a SQL view that maps users to the resources they are using.