Pass Guaranteed Quiz DAMA - Valid DMF-1220 - New Data Management Fundamentals Exam Pattern

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DAMA DMF-1220 Exam Syllabus Topics:

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

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DAMA Data Management Fundamentals Sample Questions (Q264-Q269):

NEW QUESTION # 264
Companies do not rely on their information systems to run their operations.

Answer: B


NEW QUESTION # 265
Development of goals, principles and policies derived from the data governance strategy will not guide the organization into the desired future state.

Answer: B


NEW QUESTION # 266
Master data management includes several basic steps, which include: Develop rules for accurately matching and merging entity instances.

Answer: B


NEW QUESTION # 267
Logical abstraction entities become separate objects in the physical database design using one of two methods.

Answer: A,C


NEW QUESTION # 268
Achieving near-real-time data replication, using a source accumulation technique, triggers on:

Answer: A


NEW QUESTION # 269
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