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| Section | Objectives |
|---|
| Data Management Fundamentals | - Master Data and Reference Data
- 1. Reference data management
- 2. Master data management processes
- 3. MDM and RDM concepts
- Data Quality
- 1. Data quality measurement and improvement
- 2. Data quality dimensions
- 3. Data profiling and cleansing
- Data Integration and Interoperability
- 1. Data interoperability standards
- 2. Data integration techniques
- 3. ETL/ELT processes
- Data Storage and Operations
- 1. Database security and access control
- 2. Database architecture and technology
- 3. Data storage design principles
- Data Ethics
- 1. Responsible AI and algorithmic bias
- 2. Privacy and consumer protection
- 3. Ethical principles and practices
- Data Business and Data Management
- 1. Business drivers and data roles
- 2. Data management definitions and principles
- 3. Data management frameworks
- Data Risk Management
- 1. Risk identification and assessment
- 2. Risk mitigation strategies
- 3. Data protection and compliance
- Data Strategy
- 1. Data management strategy development
- 2. Data governance strategy
- 3. Strategic planning process
- Content and Document Management
- 1. Records management
- 2. Content lifecycle management
- 3. Unstructured data management
- Metadata Management
- 1. Metadata standards and integration
- 2. Metadata types and definitions
- 3. Metadata architecture and repository
- Data Governance
- 1. Governance bodies and organizational roles
- 2. Data quality management
- 3. Governance framework and scope
- 4. Policies, standards, and procedures
- Data Architecture
- 1. Architecture frameworks and tools
- 2. Data modeling and design
- 3. Enterprise data architecture concepts
- Data Warehousing and Business Intelligence
- 1. Reporting and visualization
- 2. BI and analytics fundamentals
- 3. Data warehousing concepts and architectures
- Data Security
- 1. Data classification and handling
- 2. Security frameworks and controls
- 3. Privacy regulations compliance
- Data Modeling and Design
- 1. Conceptual, logical, and physical models
- 2. Normalization and denormalization
- 3. Data modeling techniques
|
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DAMA Data Management Fundamentals Sample Questions (Q283-Q288):
NEW QUESTION # 283
Taxonomies can have different structures, including:
- A. Network taxonomy
- B. Polyhierarchy
- C. Application
- D. All of the above
- E. Facet taxonomy
- F. Flat taxonomy
Answer: A,B,E,F
NEW QUESTION # 284
What is one of the most important things about collecting data?
- A. To keep data for each department separate because no one needs all the data
- B. To keep data away from the public
- C. To share the data across the organization
- D. To collect as much data as possible into the data repository
- E. To resolve many-to-many relationships
Answer: C
NEW QUESTION # 285
You have completed analysis of a Data Governance issue in your organisation and have presented your findings to the executive management team. However, your findings are not greeted warmly and you find yourself being blamed for the continued existence of the issue. What is the most likely root cause for this?
- A. You did not secure appropriate budget or resources for the engagement and did not properly define the project charter
- B. You failed to correctly manage expectations about the roles, responsibilities, and accountabilities for Data Governance in the organisation and are dependent on other areas to execute your recommendations
- C. You adopted an incorrect methodology to your Data Governance and have failed to execute necessary information management tasks
- D. You failed to communicate to your team the importance of achieving a workable solution to the issues identified
- E. You failed to correctly scope the analysis project and did not secure resources to deliver a fully executed solution to address root causes
Answer: B
NEW QUESTION # 286
The disclosure of sensitive addresses may occur through:
- A. Stored procedures being called directly
- B. Inappropriate use of photocopier toner
- C. Software ignoring privacy tags on the data.
- D. Ineffective implementation of data architecture
- E. Cloud-based databases
Answer: C
NEW QUESTION # 287
Latency can be:
- A. Batch
- B. Event-driven
- C. Real-time synchronous
- D. Distributed
Answer: A,C,D
NEW QUESTION # 288
......
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