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| Section | Objectives |
|---|
| Topic 1: Data Management Fundamentals | - Data Storage and Operations
- 1. Database security and access control
- 2. Database architecture and technology
- 3. Data storage design principles
- 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
- Content and Document Management
- 1. Unstructured data management
- 2. Records management
- 3. Content lifecycle management
- Data Governance
- 1. Governance framework and scope
- 2. Governance bodies and organizational roles
- 3. Policies, standards, and procedures
- 4. Data quality management
- Data Ethics
- 1. Responsible AI and algorithmic bias
- 2. Ethical principles and practices
- 3. Privacy and consumer protection
- Data Business and Data Management
- 1. Data management frameworks
- 2. Business drivers and data roles
- 3. Data management definitions and principles
- Data Strategy
- 1. Strategic planning process
- 2. Data management strategy development
- 3. Data governance strategy
- Master Data and Reference Data
- 1. MDM and RDM concepts
- 2. Reference data management
- 3. Master data management processes
- Data Warehousing and Business Intelligence
- 1. BI and analytics fundamentals
- 2. Reporting and visualization
- 3. Data warehousing concepts and architectures
- Metadata Management
- 1. Metadata types and definitions
- 2. Metadata standards and integration
- 3. Metadata architecture and repository
- Data Security
- 1. Data classification and handling
- 2. Privacy regulations compliance
- 3. Security frameworks and controls
- Data Risk Management
- 1. Data protection and compliance
- 2. Risk identification and assessment
- 3. Risk mitigation strategies
- Data Architecture
- 1. Data modeling and design
- 2. Architecture frameworks and tools
- 3. Enterprise data architecture concepts
- 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 (Q717-Q722):
NEW QUESTION # 717
The IT security policy provides categories for individual application, database roles, user groups and information sensitivity.
Answer: A
NEW QUESTION # 718
There are three basic approaches to implementing a Master Data hub environment, including:
- A. Distributed hub
- B. Registry
- C. Transparent hub
- D. Transaction hub
- E. Consolidated approach
- F. Eventual consistency
Answer: B,D,E
NEW QUESTION # 719
Common understanding of the core business concepts and terminology is the objective of which deliverable?
- A. Data Warehouse Architecture
- B. Data Dictionary
- C. Business Glossary
- D. Metadata Repositories
- E. Security Framework
Answer: C
NEW QUESTION # 720
When assessing tools to implement master data management solutions, functionality must include:
- A. Sophisticated integration capability
- B. Advanced analytics capabilities
- C. Auto-normalization features
- D. Backup and recovery utilities
- E. Document and content management
Answer: A
NEW QUESTION # 721
Practitioners identify development of staff capability to be a primary concern of Data Governance. Why would this be a main concern?
- A. Because it is important to train staff to ensure application of appropriate methods
- B. Because it is important to have senior people, in order to dictate that the policy will be followed
- C. Because organizations expect quick results
- D. Because we need to develop the next generation of Chief Data Officers
- E. Because it is a recognized benchmark standard
Answer: A
NEW QUESTION # 722
......
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