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| Section | Objectives |
|---|
| Data Management Fundamentals | - Data Business and Data Management
- 1. Business drivers and data roles
- 2. Data management definitions and principles
- 3. Data management frameworks
- Data Governance
- 1. Governance framework and scope
- 2. Governance bodies and organizational roles
- 3. Policies, standards, and procedures
- 4. Data quality management
- Data Storage and Operations
- 1. Database architecture and technology
- 2. Data storage design principles
- 3. Database security and access control
- Data Ethics
- 1. Responsible AI and algorithmic bias
- 2. Ethical principles and practices
- 3. Privacy and consumer protection
- Data Strategy
- 1. Data governance strategy
- 2. Strategic planning process
- 3. Data management strategy development
- Data Quality
- 1. Data quality measurement and improvement
- 2. Data quality dimensions
- 3. Data profiling and cleansing
- Data Warehousing and Business Intelligence
- 1. BI and analytics fundamentals
- 2. Data warehousing concepts and architectures
- 3. Reporting and visualization
- Content and Document Management
- 1. Records management
- 2. Content lifecycle management
- 3. Unstructured data management
- Metadata Management
- 1. Metadata types and definitions
- 2. Metadata standards and integration
- 3. Metadata architecture and repository
- Data Risk Management
- 1. Risk mitigation strategies
- 2. Data protection and compliance
- 3. Risk identification and assessment
- Data Architecture
- 1. Data modeling and design
- 2. Enterprise data architecture concepts
- 3. Architecture frameworks and tools
- Data Modeling and Design
- 1. Conceptual, logical, and physical models
- 2. Data modeling techniques
- 3. Normalization and denormalization
- Data Integration and Interoperability
- 1. Data interoperability standards
- 2. Data integration techniques
- 3. ETL/ELT processes
- Master Data and Reference Data
- 1. MDM and RDM concepts
- 2. Reference data management
- 3. Master data management processes
- Data Security
- 1. Data classification and handling
- 2. Security frameworks and controls
- 3. Privacy regulations compliance
|
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DAMA Data Management Fundamentals Sample Questions (Q137-Q142):
NEW QUESTION # 137
A communication plan includes an engagement model for stakeholders, the type of information to be shared, and the schedule for sharing information.
Answer: B
NEW QUESTION # 138
The purpose for adding redundancy to a data model (denormalisation) is to:
- A. Improve aggregate database performance across read requests
- B. Ensure surrogate keys are retaining their unique values in all satellite tables
- C. Make it easier for developers to join tables
- D. Fully utilize all the indexes
- E. Avoid the loss of data by storing key values more than once
Answer: A
NEW QUESTION # 139
Small reference data value sets in the logical data model can be implemented in a physical model in three common ways:
- A. Create a matching separate code table
- B. None of the above
- C. Program integration by joining tables
- D. Embed rules or valid codes into the appropriate object's definition.
- E. Roadmap Development
- F. Create a master shared code table
Answer: A,D,F
NEW QUESTION # 140
To push up the urgency level requires adding of the sources of complacency or increasing of their impact.
Answer: B
NEW QUESTION # 141
Data and text mining use a range of techniques, including:
- A. Association
- B. Clustering
- C. Application reduction
- D. All of the above
- E. Data reduction
- F. Profiling
Answer: A,B,E,F
NEW QUESTION # 142
......
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