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DAMA
CDMP
DMF-1220
Data Management Fundamentals Questions and Answers

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Questions # 61:

Data profiling also includes cross-column analysis, which can identify overlapping or duplicate columns and expose embedded value dependencies.

Options:

TRUE

FALSE

Answer

Questions # 62:

RACI is an acronym that is made up of the following terms.

Options:

Control

Responsible

Accountable

Informed

Reliable

Consulted

Answer

B, C, D, F

Questions # 63:

ISO 8000 will describe the structure and the organization of data quality management, including:

Options:

Data Quality Availability

Data Quality Planning

Data Quality Control

Data Quality Assurance

Data Quality Improvement

Answer

B, C, D, E

Questions # 64:

Domains can be identified in different ways including: data type; data format; list; range; and rule-based.

Options:

TRUE

FALSE

Answer

Questions # 65:

Operational reports are outputs from the data stewards.

Options:

TRUE

FALSE

Answer

Questions # 66:

Examples of the ‘What’ entity category include the following nouns:

Options:

Product

Service

Time

Sales amount

Payment quantity

All of the above

Answer

A, B

Questions # 67:

An implemented warehouse and its customer facing BI tool is a data product.

Options:

TRUE

FALSE

Answer

Questions # 68:

Data science involves the iterative inclusion of data sources into models that develop insights. Dat science depends on:

Options:

Consistency

Rich data sources

Information alignment and analysis

Information delivery

Presentation of findings and data insights

All of the above

Answer

B, C, D, E

Questions # 69:

Controlling data availability requires management of user entitlements and of structures that technically control access based on entitlements.

Options:

FALSE

TRUE

Answer

Questions # 70:

Self-service is a fundamental delivery channel in the BI portfolio.

Options:

TRUE

FALSE

Answer

Questions # 71:

Examples of the ‘Who’ entity category include: employee; patient; player; and suspect.

Options:

TRUE

FALSE

Answer

Questions # 72:

Development of goals, principles and policies derived from the data governance strategy will not guide the organization into the desired future state.

Options:

FALSE

TRUE

Answer

Questions # 73:

An input in the data architecture context diagram includes data governance.

Options:

TRUE

FALSE

Answer

Questions # 74:

A deliverable in the data modelling and design context diagram is the logical data model.

Options:

TRUE

FALSE

Answer

Questions # 75:

Basic profiling of data involves analysis of:

Options:

Data sources, data visualizations, data latency, and ownership

Data formats, data values, patterns, and relationships

Data criteria, data acquisition, data policy, and procedures inside data governance

Data clusters, data clouds, data repositories, and metadata libraries

Data lakes, data warehouses, and operational data stores

Answer

Explanation

Data profiling involves analyzing data to understand its structure, content, and relationships. The DAMA-DMBOK defines data profiling as: “The process of examining data to collect statistics and information about data formats, values, patterns, and relationships to assess quality and suitability” (DMBOK2, Chapter 7: Data Quality, p. 267).

Options A, C, D, and E include elements outside the scope of basic profiling, such as governance policies (C) or infrastructure (E), whereas B directly aligns with profiling activities.

[Reference:DAMA-DMBOK2, Chapter 7: Data Quality, Section 3.1, p. 267., ]

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