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DAMA DMF-1220 Exam Syllabus Topics:

Section

Objectives

Topic 1: Data Management Fundamentals

- Data Risk Management

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

- Content and Document Management

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

- Data Ethics

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

- Data Strategy

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

- Data Security

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

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

- Data Architecture

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

- Data Integration and Interoperability

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

- Data Warehousing and Business Intelligence

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

- Data Storage and Operations

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

- Metadata Management

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

- Master Data and Reference Data

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

- Data Quality

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

- Data Governance

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

DAMA Data Management Fundamentals Sample Questions:

Question #1

The requirement to enter a username, a password, and then a code sent to an authentication app is called:

A. Biometric authentication
B. 2-factor authentication
C. Mobile authentication
D. Proactive authentication
E. 3-factor authentication

Reveal Solution Discussion 0

Correct Answer: B 🗳️

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Question #2

What is the best way to ensure you have high quality data?

A. Implement Data Governance and Stewardship
B. Instruct users of data in downstream systems flag data errors and put them in a error log
C. Do corrective action after a problem has occurred because data only needs to be ' fit for use '
D. Create drop-down menus for data entry to prevent all invalid data
E. Inspect all data that is in production and get the business areas to certify that the data is correct

Reveal Solution Discussion 0

Correct Answer: A 🗳️

Question #3

The Shewhart chart contains the following elements:

A. Check
B. Plan
C. Act
D. Utilization
E. Do
F. All of the above

Reveal Solution Discussion 0

Correct Answer: A,B,C,E 🗳️

Question #4

Please select the 2 frameworks that show high-level relationships that influence how an organization manages data.

A. Amsterdam Information Model
B. DAMA Wheel
C. Strategic Alignment Model
D. DAMA DMBOK Hexagon

Reveal Solution Discussion 0

Correct Answer: A,C 🗳️

Question #5

Developing complex event processing solutions require:

A. Preparation of historical data and pre-population of a predictive model
B. Integration testing for subsequent logging requirements
C. Processing of real-time data stream to fully populate a predictive model and identify meaningful events
D. Executing the triggered action in response to the prediction
E. None of the above
F. All of the above