DAMA DMF-1220 Test Braindumps, DMF-1220 Practice Guide

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DAMA DMF-1220 Exam Syllabus Topics:

SectionObjectives
Topic 1: Data Management Fundamentals- Data Quality
  • 1. Data quality measurement and improvement
  • 2. Data quality dimensions
  • 3. Data profiling and cleansing
- Data Architecture
  • 1. Data modeling and design
  • 2. Enterprise data architecture concepts
  • 3. Architecture frameworks and tools
- Data Integration and Interoperability
  • 1. Data interoperability standards
  • 2. Data integration techniques
  • 3. ETL/ELT processes
- Master Data and Reference Data
  • 1. Master data management processes
  • 2. MDM and RDM concepts
  • 3. Reference data management
- Data Ethics
  • 1. Ethical principles and practices
  • 2. Responsible AI and algorithmic bias
  • 3. Privacy and consumer protection
- Data Risk Management
  • 1. Risk identification and assessment
  • 2. Risk mitigation strategies
  • 3. Data protection and compliance
- Data Security
  • 1. Privacy regulations compliance
  • 2. Security frameworks and controls
  • 3. Data classification and handling
- Data Strategy
  • 1. Data governance strategy
  • 2. Data management strategy development
  • 3. Strategic planning process
- Data Modeling and Design
  • 1. Normalization and denormalization
  • 2. Data modeling techniques
  • 3. Conceptual, logical, and physical models
- Metadata Management
  • 1. Metadata types and definitions
  • 2. Metadata standards and integration
  • 3. Metadata architecture and repository
- Data Storage and Operations
  • 1. Database architecture and technology
  • 2. Database security and access control
  • 3. Data storage design principles
- Data Governance
  • 1. Governance bodies and organizational roles
  • 2. Policies, standards, and procedures
  • 3. Governance framework and scope
  • 4. Data quality management
- Data Business and Data Management
  • 1. Data management frameworks
  • 2. Business drivers and data roles
  • 3. Data management definitions and principles
- Data Warehousing and Business Intelligence
  • 1. Data warehousing concepts and architectures
  • 2. BI and analytics fundamentals
  • 3. Reporting and visualization
- Content and Document Management
  • 1. Records management
  • 2. Content lifecycle management
  • 3. Unstructured data management

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DAMA Data Management Fundamentals Sample Questions (Q703-Q708):

NEW QUESTION # 703
A weakness or defect in a system that allows it to be successfully attacked and compromised is a:

Answer: A


NEW QUESTION # 704
What position is responsible for the quality and use of their organization's data assets?

Answer: E

Explanation:
Data stewards are responsible for ensuring the quality and proper use of data assets. The DAMA-DMBOK defines a data steward as "an individual responsible for the management, quality, and usage of data assets within their domain, ensuring compliance with governance policies" (DMBOK2, Chapter 3: Data Governance, p. 111).
Other roles have different focuses: CIO (A) oversees IT strategy, Data Scientist (B) analyzes data, Data Modeler (D) designs models, and Data Architect (E) defines data structures.
Reference:DAMA-DMBOK2, Chapter 3: Data Governance, Section 3.2, p. 111.


NEW QUESTION # 705
The key architecture domains include:

Answer: B


NEW QUESTION # 706
Some ways to measure value of data include:

Answer: B


NEW QUESTION # 707
When starting a Data Governance initiative it is important to understand what the Business cannot achieve due to data issues because:

Answer: B


NEW QUESTION # 708
......

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