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| Section | Objectives |
|---|
| Topic 1: Data Management Fundamentals | - Master Data and Reference Data
- 1. MDM and RDM concepts
- 2. Master data management processes
- 3. Reference data management
- Data Ethics
- 1. Privacy and consumer protection
- 2. Ethical principles and practices
- 3. Responsible AI and algorithmic bias
- Data Strategy
- 1. Data governance strategy
- 2. Strategic planning process
- 3. Data management strategy development
- Data Modeling and Design
- 1. Conceptual, logical, and physical models
- 2. Data modeling techniques
- 3. Normalization and denormalization
- Data Storage and Operations
- 1. Database security and access control
- 2. Data storage design principles
- 3. Database architecture and technology
- Data Warehousing and Business Intelligence
- 1. Reporting and visualization
- 2. BI and analytics fundamentals
- 3. Data warehousing concepts and architectures
- Content and Document Management
- 1. Unstructured data management
- 2. Content lifecycle management
- 3. Records management
- Data Architecture
- 1. Data modeling and design
- 2. Architecture frameworks and tools
- 3. Enterprise data architecture concepts
- Data Governance
- 1. Governance bodies and organizational roles
- 2. Data quality management
- 3. Policies, standards, and procedures
- 4. Governance framework and scope
- Data Quality
- 1. Data quality measurement and improvement
- 2. Data profiling and cleansing
- 3. Data quality dimensions
- Data Security
- 1. Data classification and handling
- 2. Privacy regulations compliance
- 3. Security frameworks and controls
- Metadata Management
- 1. Metadata architecture and repository
- 2. Metadata standards and integration
- 3. Metadata types and definitions
- Data Integration and Interoperability
- 1. Data interoperability standards
- 2. ETL/ELT processes
- 3. Data integration techniques
- Data Risk Management
- 1. Risk identification and assessment
- 2. Risk mitigation strategies
- 3. Data protection and compliance
- Data Business and Data Management
- 1. Business drivers and data roles
- 2. Data management definitions and principles
- 3. Data management frameworks
|
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DAMA Data Management Fundamentals Sample Questions (Q658-Q663):
NEW QUESTION # 658
Please select the correct name for the PDM abbreviation when referring to modelling.
- A. Photo Dimensional Model
- B. Physical Data Model
- C. None of the above
- D. Physical Dimension Model
- E. Probabilistic Dimension Model
- F. Photo Data Model
Answer: B
NEW QUESTION # 659
Content management includes the systems for organizing information resources so that they can specially be stored.
Answer: B
NEW QUESTION # 660
Inputs in the data quality context diagram include:
- A. Data stores
- B. Business requirements
- C. Data quality expectations
- D. Data lakes
Answer: A,B,C
NEW QUESTION # 661
Data quality rules and standards are a critical form of Metadat
a. Ti be effective they need to be managed as Metadata. Rules include:
- A. Tied to business impact
- B. None of the above
- C. Document consistency
- D. Confirmed by SMEs
- E. Accessible to all data customers
- F. Hierarchical consistency
Answer: A,C,D,E
NEW QUESTION # 662
Which of the following activities is NOT a way that Enterprise Data Architecture influences the scope boundaries of projects?
- A. Providing enterprise data requirements for projects
- B. Enforcing Data Architecture standards
- C. Ensuring enterprise business processes are effectively documented
- D. Performing design reviews to ensure support of long-term organisational strategy
- E. Ensuring sufficient data replication controls are in place
Answer: C
Explanation:
Ensuring that enterprise business processes are effectively documented is primarily a Business Architecture or business process management responsibility rather than a direct mechanism through which Enterprise Data Architecture controls project scope. DAMA-DMBOK specifically identifies several ways Data Architecture influences project and system-release boundaries: defining enterprise data requirements for projects, reviewing project data designs against long-term architecture, determining data-lineage impacts, controlling data replication, enforcing Data Architecture standards, and guiding data technology decisions. Options A, B, D, and E therefore correspond directly to Data Architecture responsibilities. Business processes certainly interact with data and influence data requirements, but documenting those processes is not listed as one of the Data Architecture mechanisms for controlling project scope. For that reason, option C is the required exception.
NEW QUESTION # 663
......
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