Coordinate AI Workspace and Infrastructure PMI-CPMAI Practice Questions (Page 1)

Questions 1–5

1. 1foundation · easy

   Which authentication mechanism adds an extra layer of security beyond a username and password?

   • AMulti-factor authentication (MFA)
   • BSingle sign-on (SSO)
   • CEncryption at rest
   • DRole-based access control (RBAC)
   Reveal Solution Discussion Select an answer first
2. 2expert · hard

   A company is implementing a governance framework for its AI projects. The framework must ensure that all models are documented, tested, and approved before deployment. The company also needs to ensure that access to models and data is controlled and audited. What is the most important component of this framework?

   • AA set of policies that define the roles and responsibilities for model development and deployment.
   • BA model inventory that tracks all models, their versions, and their approval status.
   • CA regular audit of all AI projects to ensure compliance with the framework.
   • DAn automated pipeline that enforces testing, approval, and access control checks before a model is deployed.
   Reveal Solution Discussion Select an answer first
4. 3expert · hard

   A multinational corporation has AI development teams in different countries. Each team needs to work on a shared AI project, but the corporation must comply with data residency laws that require personal data to stay within the country of origin. The teams need to access the same datasets for training. What is the most appropriate infrastructure setup?

   • ASet up a single cloud environment in one region and grant all teams access via VPN.
   • BSet up separate cloud environments in each country, with data stored locally, and use a federated learning approach to train models without moving the data.
   • CUse a single cloud environment in a country with strong data protection laws and anonymize all personal data before sharing.
   • DStore all data in a private cloud hosted in the company's headquarters and provide access to all teams.
   Reveal Solution Discussion Select an answer first
5. 4application · medium

   A large enterprise is deploying multiple AI models across different departments. The enterprise needs to ensure that models are developed, tested, and deployed in a controlled manner, with clear accountability for each model. What should the enterprise implement?

   • AA shared repository for all models, with no formal review process before deployment.
   • BA centralized AI governance framework that defines roles, responsibilities, and approval processes for model development and deployment.
   • CA policy that requires all models to be developed by a single central team.
   • DA set of guidelines for model development that each department can interpret and apply as they see fit.
   Reveal Solution Discussion Select an answer first
6. 5foundation · easy

   Which security control is used to protect data from being read if it is intercepted during transmission?

   • AAudit logging
   • BEncryption in transit
   • CData masking
   • DRole-based access control
   Reveal Solution Discussion Select an answer first