DDAMA-DMBOK2 Practice
This site was created for educational purposes to help people improve their skills in data management and data governance.
  • It is based on the DMBOK2 book by DAMA International.
  • This portal does NOT contain questions from DAMA International's official exams.
  • All questions have been generated automatically.
  • Any resemblance to reality is purely coincidental.
  • This portal complies with DAMA International's Academic Integrity policy, defined to act with the values of honesty, trust, fairness, respect, responsibility and courage in learning.

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Questions are shown in English; UI is translated.

DAMA Fundamentals

Random questions across all knowledge areas.

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Data Governance

Authority, policy, and stewardship over data assets.

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Data Architecture

Blueprints aligning data with strategy.

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Data Modeling & Design

Conceptual, logical, and physical models.

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Data Storage & Operations

Availability, performance, recovery.

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Data Security

Confidentiality, integrity, availability.

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Data Integration & Interoperability

ETL/ELT, CDC, APIs, and messaging.

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Document & Content Management

Unstructured content and records.

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Reference & Master Data

Shared definitions and golden records.

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Data Warehousing & BI

Analytic stores and decision support.

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Metadata Management

Data about data, lineage, glossary.

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Data Quality

Fitness for purpose and improvement.

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Big Data & Data Science

Lakes, ML lifecycle, MLOps.

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Maturity Assessment

Evaluate and improve capabilities.

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Organization & Roles

CDO, stewards, custodians, councils.

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Change Management

Adoption, sponsorship, and culture.

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Data Handling Ethics

Doing right with data.

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Data Management Process

Processes, controls, improvement.

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