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CDMP RMD Exam Questions and Answers, DAMA Reference And Master Data Managemen | SPOTO

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Question #1
Within the Corporate Information Factory, what data is used to understand transactions?
A. Master Data and Unstructured Data
B. Internal Data
C. Master Data
D. Reference Data and Vendor Data
E. Security Data and Master Data
View answer
Correct Answer: C
Question #2
MDM matching algorithms benefit from all of the following data characteristics except for which of the following?
A. Distinctiveness across the population of data
B. Low number of common data points
C. High level of comparability of the data elements
D. Structural heterogeneity of data elementscorrect
E. High validity of the data
View answer
Correct Answer: D
Question #3
The following is a technique that you can find useful when implementing your Reference and Master program:
A. Business key cross referencescorrect
B. Root Cause Analysis
C. Process Management
D. None of the answers is correct
E. Extract Transformation Load (ETL)
View answer
Correct Answer: A
Question #4
Where is the most time/energy typically spent tor any MDM effort?
A. Subscribing content from the MDM environment
B. Designing the Enterprise Data Model
C. Vetting of business entities and data attributes by Data Governance processcorrect
D. Publishing content to the MDM environment
E. Securing funding for the MDM effort
View answer
Correct Answer: C
Question #5
All of the following methods arc a moans to protect and secure master data. In a production environment except for which of the following?
A. Encryption ciphers
B. Static masking
C. Trust Model Technologies
D. Usage Agreementscorrect
E. Dynamic Masking
View answer
Correct Answer: D
Question #6
For MDMs. what is meant by a classification scheme?
A. Codes that represent a controlled set of valuescorrect
B. A vocabulary view covering a limited range of topics
C. Descriptive language used to control objects
D. A way of classifying unstructured data
View answer
Correct Answer: A
Question #7
The ______development lifecycle is the best approach to follow for Reference & Master Data efforts.
A. System
B. Agile
C. Project
D. Data-centriccorrect
E. Software
View answer
Correct Answer: D
Question #8
What statement is NOT correct as a key point of a MDM program?
A. Must continually prove and promote its accomplishments and benefits
B. Program funding requirements typically grow over time as the data inventory grows
C. Has an indefinite life span
D. Should be in scope for Big Data and loT initiatives
E. Can be effectively created and managed long-term using the same methodologycorrect
View answer
Correct Answer: E
Question #9
What data architecture component is typically used for ingesting raw source system data?
A. Integration Zone
B. Landing Zonecorrect
C. Curation Zone
D. Presentation Zone
E. Analytics Zone
View answer
Correct Answer: B
Question #10
The concept of tracking the number of MDM subject areas and source system attributes Is referred to as:
A. Publish and Subscribe
B. Hub and Spoke
C. Mapping and Integration
D. Subject Area and AttributeScope and Coveragecorrect
View answer
Correct Answer: D
Question #11
Which of the following best describes Mister Data?
A. Master Data is another name for Reference Data
B. Master Data is data thatis mastered by business users
C. Master Data is data about business entities that provide visibility into organizational functions
D. Master Data is data about business entities that provide context for business transactions and analysis
E. Master Data is data about technical entities that provide context for transactions
View answer
Correct Answer: D
Question #12
MOM Harmonization ensures that the data changes of one application:
A. Are synchronized with all other applications who depend on that datacorrect
B. Are recorded in the repository or data dictionary
C. Agree with the overall MDM architecture
D. include changes to the configuration of the database as well as the data
E. Has a data steward to preview the data for quality
View answer
Correct Answer: A
Question #13
Taxonomic Reference Data enable which of the following?
A. Content classification and multi-level navigation to support Business Intelligencecorrect
B. The use of canonical models
C. Having data models physically instantiated in multiple platforms
D. Key processing steps for MDMs
E. Source systems named differently than target systems
View answer
Correct Answer: A
Question #14
For MDMs. what is meant by a classification scheme?
A. Codes that represent a controlled set of valuescorrect
B. A vocabulary view covering a limited range of topics
C. Descriptive language used to control objects
D. A way of classifying unstructured data
View answer
Correct Answer: A
Question #15
Location related attributes used exclusively by a group of Financial applications are considered as:
A. Reference Data
B. Metadata
C. Application Suite Master Data
D. Application Master Data
E. Enterprise Master Data
View answer
Correct Answer: D
Question #16
What data architecture component is typically used for ingesting raw source system data?
A. Integration Zone
B. Landing Zonecorrect
C. Curation Zone
D. Presentation Zone
E. Analytics Zone
View answer
Correct Answer: B
Question #17
A key capability to quickly onboard new data suppliers and subscribers to a MDM solution is which of the following?
A. Data format and transfer flexibilitycorrect
B. Source system conformance to a single standard data input format
C. Requiring only delta loads of changed data attributes
D. Encrypting all personal information
E. Subscriber conformance to a single standard data output format
View answer
Correct Answer: A
Question #18
The ISO definition of Master Data quality is which of the following?
A. Data meets the objective dimensions but not the subjective dimensions
B. Data meets all common requirements of all data users
C. Data is compliant to all international, country, and industry standards
D. The degree to which the data's characteristics fulfill individual users' requirementscorrect
E. Identifies the company that created and owns the Master Data
View answer
Correct Answer: D
Question #19
What technology option can provide better support of a Registry style MDM?
A. JSON mapping
B. ETL toolset
C. Columnar database
D. Complex queries
E. Data virtualization
View answer
Correct Answer: E
Question #20
What statement is NOT correct as a key point of a MDM program?
A. Must continually prove and promote its accomplishments and benefits
B. Program funding requirements typically grow over time as the data inventory grows
C. Has an indefinite life span
D. Should be in scope for Big Data and loT initiatives
E. Can be effectively created and managed long-term using the same methodologycorrect
View answer
Correct Answer: E
Question #21
Information Governance is a concept that covers the 'what', how', and why' pertaining to the data assets of an organization. The 'what', 'how', and 'why' are respectively handled by the following functional areas:
A. Data Management
B. Customer Experience
C. Data Governance
D. Data Governance
E. Data Management, Information Security, and Customer Experience
View answer
Correct Answer: D
Question #22
An organization chart where a high level manager has department managers with staff and non-managers without staff as direct reports would best be maintained in which of the following?
A. A fixed level hierarchy
B. A ragged hierarchycorrect
C. A reference file
D. A taxonomy
E. A data dictionary
View answer
Correct Answer: B
Question #23
Master Data is similar to a physical product produced and sold by a company except for which of the following characteristics?
A. Unavailability may impact the business
B. Must fit the consumers' required use
C. Need for information about its characteristics
D. Depletes when pulled from inventorycorrect
E. Has a useful life span
View answer
Correct Answer: D
Question #24
What is a registry as it applies to Master Data?
A. An index that points to Master Data in the various systems of recordcorrect
B. Any data available during record creation
C. Reconciled versions of an organization's systems
D. A starling point for matching and linking new records
E. A system to identify how data is used for transactions and analytics
View answer
Correct Answer: A
Question #25
What type of interactive system model is most often used for Master Data Management?
A. Hub-and-Spokecorrect
B. Application-coupling
C. Publish-Subscribe
D. Synchronized interface
E. Point-to-point
View answer
Correct Answer: A
Question #26
Which of the following Is a characteristic of a probabilistic matching algorithm?
A. A score is assigned based on weight and degree of match
B. Each variable to be matched is assigned a weight based on its discriminating power
C. Individual attribute matching scores arc used to create a match probability percentage
D. All answers are correct
E. Following the matching process there are typically records requiring manual review and decisioning
View answer
Correct Answer: D
Question #27
The most difficult MDM style to implement data governance is which of following-
A. Linkage style
B. Centralized style
C. Coexistence style
D. Consolidation style
E. Registry stylecorrect
View answer
Correct Answer: E
Question #28
Master Data is similar to a physical product produced and sold by a company except for which of the following characteristics?
A. Unavailability may impact the business
B. Must fit the consumers' required use
C. Need for information about its characteristics
D. Depletes when pulled from inventorycorrect
E. Has a useful life span
View answer
Correct Answer: D
Question #29
The ______development lifecycle is the best approach to follow for Reference & Master Data efforts.
A. System
B. Agile
C. Project
D. Data-centriccorrect
E. Software
View answer
Correct Answer: D
Question #30
A key capability to quickly onboard new data suppliers and subscribers to a MDM solution is which of the following?
A. Data format and transfer flexibilitycorrect
B. Source system conformance to a single standard data input format
C. Requiring only delta loads of changed data attributes
D. Encrypting all personal information
E. Subscriber conformance to a single standard data output format
View answer
Correct Answer: A

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