Data Management Fundamentals practice torrent & DMF-1220 study guide & Data Management Fundamentals dumps vce

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DAMA DMF-1220 Exam Syllabus Topics:

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

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DAMA Data Management Fundamentals Sample Questions (Q368-Q373):

NEW QUESTION # 368
The primary goal of data management capability assessment is to evaluate the current state of critical data management activities in order to plan for improvement.

Answer: B


NEW QUESTION # 369
A e-discovery readiness assessment should examine and identify opportunities for the commercial response program.

Answer: B


NEW QUESTION # 370
ANSI standard 859 has three levels of control of data, based on the criticality of the data and the perceived harm that would occur if data were corrupt or otherwise unavailable, including:

Answer: A,C,E


NEW QUESTION # 371
Those responsible for the data-sharing environment have an obligation to downstream data consumers to provide high quality data.

Answer: B


NEW QUESTION # 372
Release management is critical to batch development processes that grows new capabilities.

Answer: B


NEW QUESTION # 373
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