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DAMA DMF-1220 Exam Syllabus Topics:

Section

Objectives

Data Management Fundamentals

- Data Architecture

1. Architecture frameworks and tools
2. Data modeling and design
3. Enterprise data architecture concepts

- Data Business and Data Management

1. Data management frameworks
2. Data management definitions and principles
3. Business drivers and data roles

- Data Modeling and Design

1. Data modeling techniques
2. Normalization and denormalization
3. Conceptual, logical, and physical models

- Data Risk Management

1. Risk identification and assessment
2. Risk mitigation strategies
3. Data protection and compliance

- Data Storage and Operations

1. Database architecture and technology
2. Data storage design principles
3. Database security and access control

- Data Warehousing and Business Intelligence

1. Data warehousing concepts and architectures
2. Reporting and visualization
3. BI and analytics fundamentals

- Data Ethics

1. Responsible AI and algorithmic bias
2. Ethical principles and practices
3. Privacy and consumer protection

- Data Security

1. Privacy regulations compliance
2. Security frameworks and controls
3. Data classification and handling

- Data Strategy

1. Strategic planning process
2. Data management strategy development
3. Data governance strategy

- Data Quality

1. Data quality measurement and improvement
2. Data quality dimensions
3. Data profiling and cleansing

- Data Integration and Interoperability

1. Data integration techniques
2. ETL/ELT processes
3. Data interoperability standards

- Data Governance

1. Governance framework and scope
2. Data quality management
3. Governance bodies and organizational roles
4. Policies, standards, and procedures

- Metadata Management

1. Metadata architecture and repository
2. Metadata standards and integration
3. Metadata types and definitions

- Content and Document Management

1. Records management
2. Content lifecycle management
3. Unstructured data management

- Master Data and Reference Data

1. Reference data management
2. Master data management processes
3. MDM and RDM concepts

DAMA Data Management Fundamentals Sample Questions:

Question #1
Types of metadata include:

A. Operational
B. Graph
C. Strategic
D. Technical
E. Column-orientated
F. Business

Question #2
Reference and Master Data Management follow these guiding principles:

A. Authority
B. Stewardship
C. Quality
D. Ownership
E. Inclusivity
F. Exclusivity

Question #3
When doing reference data management, there many organizations that have standardized data sets that are incredibly valuable and should be subscribed to. Which of these organizations would be least useful?

A. IEEE
B. The national post office
C. ISO
D. The company registration organization
E. Wikipedia

Question #4
Consistent input data reduces the chance of errors in associating records. Preparation processes include:

A. Standardization
B. Database management
C. EnrichmentC Validation

Question #5
The TOGAF framework does NOT include a(n):

A. Business focus
B. Maturity model
C. Methods
D. Metamodel
E. Enterprise continuum approach

Solutions:

Question #1
Correct Answer: A,D,F

Question #2
Correct Answer: A,B,C,D

Question #3
Correct Answer: E

Question #4
Correct Answer: A,B,C

Question #5
Correct Answer: B

DAMA Data Management Fundamentals : DMF-1220

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