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| Section | Objectives |
|---|
| Topic 1: Data Management Fundamentals | - Metadata Management
- 1. Metadata standards and integration
- 2. Metadata architecture and repository
- 3. Metadata types and definitions
- Data Integration and Interoperability
- 1. Data integration techniques
- 2. ETL/ELT processes
- 3. Data interoperability standards
- Data Security
- 1. Privacy regulations compliance
- 2. Data classification and handling
- 3. Security frameworks and controls
- Data Ethics
- 1. Responsible AI and algorithmic bias
- 2. Privacy and consumer protection
- 3. Ethical principles and practices
- Content and Document Management
- 1. Records management
- 2. Content lifecycle management
- 3. Unstructured data management
- Data Risk Management
- 1. Data protection and compliance
- 2. Risk identification and assessment
- 3. Risk mitigation strategies
- Data Modeling and Design
- 1. Data modeling techniques
- 2. Normalization and denormalization
- 3. Conceptual, logical, and physical models
- Data Warehousing and Business Intelligence
- 1. Data warehousing concepts and architectures
- 2. BI and analytics fundamentals
- 3. Reporting and visualization
- Data Business and Data Management
- 1. Business drivers and data roles
- 2. Data management definitions and principles
- 3. Data management frameworks
- Data Storage and Operations
- 1. Database security and access control
- 2. Database architecture and technology
- 3. Data storage design principles
- Master Data and Reference Data
- 1. MDM and RDM concepts
- 2. Reference data management
- 3. Master data management processes
- Data Architecture
- 1. Enterprise data architecture concepts
- 2. Data modeling and design
- 3. Architecture frameworks and tools
- Data Strategy
- 1. Strategic planning process
- 2. Data governance strategy
- 3. Data management strategy development
- Data Quality
- 1. Data quality dimensions
- 2. Data quality measurement and improvement
- 3. Data profiling and cleansing
- Data Governance
- 1. Governance bodies and organizational roles
- 2. Policies, standards, and procedures
- 3. Governance framework and scope
- 4. Data quality management
|
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DAMA Data Management Fundamentals Sample Questions (Q265-Q270):
NEW QUESTION # 265
A successful Data Governance program requires that all enterprise data be certified.
Answer: A
NEW QUESTION # 266
Effective document management requires clear policies and procedures, especially regarding retention and disposal of records.
Answer: B
NEW QUESTION # 267
All organizations have the same Master Data Management Drivers and obstacles.
Answer: A
NEW QUESTION # 268
Data governance program must contribute to the organization by identifying and delivering on specific benefits.
Answer: B
NEW QUESTION # 269
CIF stands for:
- A. Corporate Information Floor
- B. Corporate Information Factory
- C. Corporate Information Factories
- D. Company Information Factory
Answer: B
NEW QUESTION # 270
......
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