What does the recovery point objective (RPO) define in a backup and recovery plan?

The maximum acceptable amount of data loss measured in time

The minimum storage capacity required for backups

The maximum acceptable time to restore data after a failure

The frequency of backup testing

What is the primary purpose of a documentation tool in an AI project?

To capture and share knowledge, decisions, and processes

Which practice is essential for ensuring that only authorized team members can access an isolated AI development environment?

Implementing access controls and authentication mechanisms

Using a shared password for all team members

Storing credentials in a public repository for convenience

Disabling all network access to the environment

What is the primary goal of a data backup strategy?

To ensure data can be restored in case of loss or corruption

To enable real-time collaboration

To improve data processing speed

PMICertified Professional in Managing AI (PMI-CPMAI)

Domain 3Objective 4

Coordinate AI Workspace and Infrastructure PMI-CPMAI Practice Questions (Page 5)

Part of the Identify Data Needs domain, which accounts for 26% of the PMI-CPMAI exam. PMI does not publish an official question count, but from its 160-minute exam (~65–105 total, ~17–27 in this domain), expect 2–3 from this objective — we provide 29 practice questions to prepare you well beyond it. (estimate)

29questions here

6free pages

10concepts

26%of the exam

10 Concepts in This Objective

Provisioning computing resources
Scaling infrastructure for AI workloads
Establishing secure development environments
Managing access controls and identity
Configuring data storage systems
Implementing data backup and recovery
Setting up collaboration tools
Implementing version control for code and data
Ensuring security compliance
Implementing governance frameworks

Questions 21–25

21foundation · easy
Which type of tool is specifically designed to help an AI team track tasks, deadlines, and progress on project deliverables?
Select an answer first
22foundation · easy
What does the recovery point objective (RPO) define in a backup and recovery plan?
Select an answer first
23foundation · easy
What is the primary purpose of a documentation tool in an AI project?
Select an answer first
24foundation · easy
Which practice is essential for ensuring that only authorized team members can access an isolated AI development environment?
Select an answer first
25foundation · easy
What is the primary goal of a data backup strategy?
Select an answer first

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