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DAMA DMF-1220 Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: Data Security	10%	- Security principles - Privacy and protection - Access control
Topic 2: Data Storage and Operations	8%	- Storage technologies - Data lifecycle management - Database operations
Topic 3: Metadata Management	8%	- Types of metadata - Metadata repositories - Metadata lifecycle
Topic 4: Data Modeling and Design	10%	- Conceptual, logical, physical models - Modeling standards and methods
Topic 5: Data Governance	15%	- Data stewardship - Governance framework and policies - Compliance and ethics
Topic 6: Data Management Concepts	10%	- Data management roles and responsibilities - Definitions and principles - DAMA-DMBOK framework
Topic 7: Data Architecture	12%	- Enterprise data architecture - Architecture components and layers - Data modeling and design
Topic 8: Data Quality	12%	- Quality dimensions - Assessment and improvement - Data cleansing
Topic 9: Reference and Master Data	5%	- Definitions and purpose - Management processes
Topic 10: Data Integration and Interoperability	10%	- Integration patterns - Data exchange standards - ETL and ELT processes

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DAMA Data Management Fundamentals Sample Questions (Q551-Q556):

NEW QUESTION # 551
Changes to reference data do not need to be management, only metadata should be managed.

A. TRUE
B. FALSE

Answer: B

NEW QUESTION # 552
A sandbox is an alternate environment that allows write-only connections to production data and can be managed by the administrator.

A. TRUE
B. FALSE

Answer: B

NEW QUESTION # 553
The database administrator (DBA) is the most established and the most widely adopted data professional role.

A. FALSE
B. TRUE

Answer: B

NEW QUESTION # 554
The requirement to enter a username, a password, and then a code sent to an authentication app is called:

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

Answer: A

Explanation:
The correct answer is 2-factor authentication. Authentication factors are categorized by what the user knows , has , or is . A password represents a knowledge factor-something the user knows. A verification code generated or delivered through an authentication application represents possession of an authenticator or registered device-something the user has. The username identifies the account but is not an additional authentication factor. Consequently, supplying a username and password followed by an application- generated code involves two distinct authentication factors, not three. NIST authentication guidance similarly requires two distinct factors for multi-factor authentication at Authentication Assurance Level 2. Biometric authentication would involve something the user is, such as a fingerprint, while "mobile authentication" and
"proactive authentication" do not describe the factor structure presented here.

NEW QUESTION # 555
Do experts feel a Data Lake needs data management?

A. Yes, metadata creates an inventory of the data as it is ingested into the data lake
B. No, a data lake should contain all the data whether it is inconsistent or not, otherwise data scientists don' t have full insight into the data
C. No, a data lake should ingest streaming data without any restrictions
D. No, metadata might keep sensitive data out of the data lake, and analysts need all the data
E. Yes, metadata in a data lake prevents synchronization issues by providing both current state and history

Answer: A

Explanation:
Data lakes require data management, particularly metadata, to ensure usability. The DAMA-DMBOK states:
"Data lakes need data management, including metadata to create an inventory of ingested data, enabling discovery, governance, and quality control" (DMBOK2, Chapter 4: Data Architecture, p. 161). Option C aligns with this. Options A, D, and E dismiss the need for management, and B is inaccurate about synchronization.
Reference:DAMA-DMBOK2, Chapter 4: Data Architecture, Section 5.3, p. 161.

NEW QUESTION # 556
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