1500 Questions | DAMA CDMP Certification - Practitioner 2026

Data Quality (25%): Deep dives into data profiling techniques, establishing measurable quality metrics, and learn incident investigation root cause analysis complete.

Project Planning (15%): Defining project scope and developing realistic timelines for enterprise data initiatives.

Data Governance (10%): Implementing governance frameworks and ensuring clear data accountability across the lifecycle.

Information Security (10%): Applying data encryption standards and managing sophisticated access control measures.

Implementation Planning (10%): Executing change management and audit administration effective communication in audit strategies for data projects.

Knowledge Management (10%): Developing knowledge strategies and fostering best practices for organizational knowledge sharing.

B. The Data Governance Steering Committee

C. The Database Administrator (DBA)

D. The Data Stewardship Council

E. The Project Management Office (PMO)

F. External Audit Teams

Correct Answer: D

Explanation:

A (Incorrect): While the CIO provides executive support, they do not handle the granular, cross-functional adjudication of data issues.

B (Incorrect): The Steering Committee provides high-level strategic direction and funding rather than operational coordination.

C (Incorrect): The DBA focuses on the physical technical implementation and maintenance of databases.

E (Incorrect): The PMO manages project timelines and resources, not data-specific governance policies.

F (Incorrect): External auditors verify compliance but do not manage the internal governance framework.

Question 2: In the context of Data Quality, which technique is most effective for discovering the actual content, structure, and quality of data by analyzing the data itself?

B. Data Profiling

C. Data Masking

D. Change Management

E. Knowledge Sharing

F. Access Control

Correct Answer: B

Explanation:

A (Incorrect): Encryption is a security measure to protect data, not a discovery tool for quality.

C (Incorrect): Masking is used to hide sensitive data during testing or development.

D (Incorrect): Change management deals with the "people" side of implementations, not the technical analysis of data.

E (Incorrect): Knowledge sharing is a communication process, not a data analysis technique.

F (Incorrect): Access control restricts who can see data but doesn't analyze the quality of the data content.

Question 3: Which security measure ensures that data is rendered unreadable to unauthorized users without the correct decryption key?

B. Data Accountability

C. Data Encryption

D. Project Scoping

E. Data Profiling

F. Communication Strategy

Correct Answer: C

Explanation:

A (Incorrect): RBAC manages permissions but does not change the readability of the data itself if the perimeter is breached.

B (Incorrect): Accountability is a governance principle, not a technical security control.

D (Incorrect): Project scoping is a planning activity.

E (Incorrect): Data profiling is a quality discovery technique.

F (Incorrect): Communication strategies are part of implementation planning, not data security.

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