A project team plans to use a third-party dataset in a machine learning model. What is the primary purpose of verifying data usage rights before incorporating the data?

To confirm the data is accurate and free of errors

To identify the data owner's contact information

To ensure the intended use is permitted by the data's licensing agreement

To determine the storage location of the data

A data science team at a university licenses a dataset from a commercial vendor for 'academic research purposes.' The team collaborates with a private company on a project that will use the dataset to develop a commercial algorithm. The university's legal office is unsure if the collaboration violates the license. What should the team do?

Use the dataset only for the academic portion of the project and exclude the company from accessing it.

Contact the vendor to clarify whether the collaboration is permitted under the license or obtain a separate commercial license.

Anonymize the dataset before sharing it with the company.

Proceed with the collaboration because the university is conducting academic research.

What is the primary responsibility of a team when using a dataset under a licensing agreement?

To store the dataset in a secure cloud environment

To maximize the dataset's usage to get full value

To share the dataset with other teams to improve collaboration

To adhere to the terms and conditions of the license

A global HR analytics team wants to consolidate employee performance data from offices in the EU, the US, and Brazil into a single data warehouse in the US for global benchmarking. The EU data includes personal data of EU employees. The team is unsure about cross-border data transfer regulations. What should the team do first?

Anonymize the EU employee data before transferring it to the US.

Store the EU data in the EU and only transfer aggregated, non-personal statistics to the US.

Proceed with the consolidation because the company's global privacy policy covers all regions.

Consult with legal counsel to assess the lawful basis for transferring EU personal data to the US, considering mechanisms like adequacy decisions or standard contractual clauses.

What is the purpose of data protection regulations in the context of data handling?

To standardize data formats across industries

To ensure data is stored in the most cost-effective manner

To protect the privacy and rights of individuals

To enable unlimited sharing of data across organizations

PMICertified Professional in Managing AI (PMI-CPMAI)

Domain 3Objective 6

Check Data Privacy, Compliance, and Access PMI-CPMAI Practice Questions (Page 1)

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

6concepts

26%of the exam

Questions 1–5

1foundation · easy
A project team plans to use a third-party dataset in a machine learning model. What is the primary purpose of verifying data usage rights before incorporating the data?
Select an answer first
2expert · hard
A data science team at a university licenses a dataset from a commercial vendor for 'academic research purposes.' The team collaborates with a private company on a project that will use the dataset to develop a commercial algorithm. The university's legal office is unsure if the collaboration violates the license. What should the team do?
Select an answer first
3foundation · easy
What is the primary responsibility of a team when using a dataset under a licensing agreement?
Select an answer first
4expert · hard
A global HR analytics team wants to consolidate employee performance data from offices in the EU, the US, and Brazil into a single data warehouse in the US for global benchmarking. The EU data includes personal data of EU employees. The team is unsure about cross-border data transfer regulations. What should the team do first?
Select an answer first
5foundation · easy
What is the purpose of data protection regulations in the context of data handling?
Select an answer first

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Check Data Privacy, Compliance, and Access PMI-CPMAI Practice Questions (Page 1)

Questions 1–5

A project team plans to use a third-party dataset in a machine learning model. What is the primary purpose of verifying data usage rights before incorporating the data?

What is the primary responsibility of a team when using a dataset under a licensing agreement?

What is the purpose of data protection regulations in the context of data handling?

Keep studying — Identify Data Needs