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| Section | Objectives |
|---|
| Data Management Fundamentals | - Data Storage and Operations
- 1. Data storage design principles
- 2. Database architecture and technology
- 3. Database security and access control
- Data Architecture
- 1. Data modeling and design
- 2. Architecture frameworks and tools
- 3. Enterprise data architecture concepts
- Data Security
- 1. Security frameworks and controls
- 2. Privacy regulations compliance
- 3. Data classification and handling
- Metadata Management
- 1. Metadata types and definitions
- 2. Metadata architecture and repository
- 3. Metadata standards and integration
- Data Strategy
- 1. Data management strategy development
- 2. Data governance strategy
- 3. Strategic planning process
- Data Modeling and Design
- 1. Conceptual, logical, and physical models
- 2. Data modeling techniques
- 3. Normalization and denormalization
- Data Governance
- 1. Governance framework and scope
- 2. Data quality management
- 3. Policies, standards, and procedures
- 4. Governance bodies and organizational roles
- Data Quality
- 1. Data quality dimensions
- 2. Data quality measurement and improvement
- 3. Data profiling and cleansing
- 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 frameworks
- 3. Data management definitions and principles
- Content and Document Management
- 1. Records management
- 2. Content lifecycle management
- 3. Unstructured data management
- Master Data and Reference Data
- 1. MDM and RDM concepts
- 2. Master data management processes
- 3. Reference data management
- Data Integration and Interoperability
- 1. Data integration techniques
- 2. Data interoperability standards
- 3. ETL/ELT processes
- Data Warehousing and Business Intelligence
- 1. BI and analytics fundamentals
- 2. Data warehousing concepts and architectures
- 3. Reporting and visualization
- Data Risk Management
- 1. Risk mitigation strategies
- 2. Risk identification and assessment
- 3. Data protection and compliance
|
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DAMA Data Management Fundamentals Sample Questions (Q504-Q509):
NEW QUESTION # 504
Field overloading: Unnecessary data duplication is often a result of poor data management.
Answer: A
NEW QUESTION # 505
Device security standard include:
- A. Access policies regarding connections using mobile devices
- B. None of the above
- C. Relational security policies
- D. Awareness of security vulnerabilities
- E. Regulation compliance standards
- F. Installation of anti-malware and encryption software
Answer: A,D,F
NEW QUESTION # 506
Assessment capabilities are evaluated against a pre-determined scale with established criteria. This is important because:
- A. Each process that is being evaluated must show some financial justification.
- B. Established criteria in an industry make each organization more likely to want to use the industry's assessment.
- C. Each process under evaluation must be rated objectively against best practices found in many organizations and industries.
- D. Pre-determined scales give organizations a way to justify their weaknesses
- E. It is difficult to be objective when using an internally developed assessment
Answer: C
NEW QUESTION # 507
When doing reference data management, there many organizations that have standardized data sets that are incredibly valuable and should be subscribed to. Which of these organizations would be least useful?
- A. Wikipedia
- B. ISO
- C. The company registration organization
- D. IEEE
- E. The national post office
Answer: A
NEW QUESTION # 508
Which of the following provides the strongest tangible reason for driving initiation of a Data Governance process in an enterprise?
- A. I've been to a conference and found that lots of our competitors are doing it
- B. There is disagreement among divisions on the meaning of key metrics
- C. Increasing regulation in industry can impose real penalties in terms of substantial fines or jail terms for non-compliance to properly managed data (e.g. accurate reporting/accounting)
- D. Each division of an enterprise may have its own way to describe its business and associated metrics
- E. There is typically significant waste in an enterprise through duplication of reports and metrics
Answer: E
NEW QUESTION # 509
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