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DAMA DMF-1220 Exam Syllabus Topics:

SectionObjectives
Data Management Fundamentals- Data Storage and Operations
  • 1. Database architecture and technology
  • 2. Data storage design principles
  • 3. Database security and access control
- Content and Document Management
  • 1. Unstructured data management
  • 2. Content lifecycle management
  • 3. Records management
- Metadata Management
  • 1. Metadata standards and integration
  • 2. Metadata architecture and repository
  • 3. Metadata types and definitions
- Data Quality
  • 1. Data quality measurement and improvement
  • 2. Data quality dimensions
  • 3. Data profiling and cleansing
- Data Architecture
  • 1. Enterprise data architecture concepts
  • 2. Data modeling and design
  • 3. Architecture frameworks and tools
- Data Integration and Interoperability
  • 1. Data interoperability standards
  • 2. Data integration techniques
  • 3. ETL/ELT processes
- Data Ethics
  • 1. Ethical principles and practices
  • 2. Privacy and consumer protection
  • 3. Responsible AI and algorithmic bias
- Data Governance
  • 1. Data quality management
  • 2. Policies, standards, and procedures
  • 3. Governance bodies and organizational roles
  • 4. Governance framework and scope
- Data Business and Data Management
  • 1. Business drivers and data roles
  • 2. Data management definitions and principles
  • 3. Data management frameworks
- Data Security
  • 1. Data classification and handling
  • 2. Privacy regulations compliance
  • 3. Security frameworks and controls
- Master Data and Reference Data
  • 1. MDM and RDM concepts
  • 2. Master data management processes
  • 3. Reference data management
- 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. Normalization and denormalization
  • 3. Data modeling techniques
- Data Warehousing and Business Intelligence
  • 1. BI and analytics fundamentals
  • 2. Reporting and visualization
  • 3. Data warehousing concepts and architectures
- 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 認定 DMF-1220 試験問題 (Q481-Q486):

質問 # 481
All DMM and Data Governance assessments should identify its objectives and goals for improvement. This is important because:

正解：C


質問 # 482
DMMA ratings represent a snapshot of the organization's capability level.

正解：A


質問 # 483
Various Regulations require evidence of clear data lineage and accuracy. How can we as data managers best serve our enterprises in achieving this goal?

正解：B


質問 # 484
Which of the following is one of the Data Architecture artifacts usually captured within development projects, and then standardized and managed by data architects?

正解：E

解説：
The correct answer is C. DAMA states that data models and other Data Architecture artifacts are commonly captured within development projects and are then standardized and managed by data architects. This reflects the incremental nature of enterprise architecture: individual projects create useful data structures and specifications, while the architecture function evaluates which artifacts should become reusable enterprise assets. Data models are therefore the best answer because conceptual, logical, and physical models created during projects can be aligned with enterprise standards and incorporated into broader architectural repositories. An enterprise data model and a Data Architecture roadmap are important enterprise-level artifacts, but the question asks specifically for artifacts usually captured within development projects and subsequently standardized. "Company-wide architectural blueprints" is too general, while business models belong primarily to the business architecture domain.


質問 # 485
Why is the GDPR called the most important change in data and data privacy regulation in 20 years?

正解：C

解説：
The GDPR standardizes data protection across the EU. The DAMA-DMBOK states: "The GDPR is considered the most significant change in data privacy regulation in decades because it ensures consistent data protection rights for individuals across the EU and applies to data processed globally" (DMBOK2, Chapter 8:
Data Security, p. 305). Option A is correct.
Reference:DAMA-DMBOK2, Chapter 8: Data Security, Section 4.3, p. 305.


質問 # 486
......

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