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DMF-1220 Data Management Fundamentals Questions and Answers

Questions 4

CMDB provide the capability to manage and maintain Metdata specifically related to the IT assets, the relationships among them, and contractual details of the assets.

Options:

A.

TRUE

B.

FALSE

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Questions 5

Location Master Data includes business party addresses and business party location, as well as facility addresses for locations owned by organizations.

Options:

A.

TRUE

B.

FALSE

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Questions 6

The Data Model Scorecard provides 10 data model quality metrics

Options:

A.

TRUE

B.

FALSE

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Questions 7

Architecture is the fundamental organization of a system, embodied in its components, their relationships to each other and the environment and the principles governing its design and evolution.

Options:

A.

TRUE

B.

FALSE

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Questions 8

Different storage volumes include:

Options:

A.

Gigabyte

B.

Petabyte

C.

Perabyte

D.

Exabyte

E.

Tetrabyte

F.

Terabyte

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Questions 9

The target of organizational change is expedition.

Options:

A.

TRUE

B.

FALSE

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Questions 10

An advantage of a centralized repository include: High availability since it is independent of the source systems.

Options:

A.

TRUE

B.

FALSE

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Questions 11

The IBM Data Governance Council model is organized around four key categories. Select the answer that is not a category.

Options:

A.

Outcomes

B.

System Lifecycles

C.

Enablers

D.

Core disciplines

E.

Supporting disciplines

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Questions 12

Decentralized informality can be made more formal through a documented series of connections and accountabilities via a RACI matrix.

Options:

A.

TRUE

B.

FALSE

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Questions 13

A System of Reference is an authoritative system where data consumers can obtain reliable data to support transactions and analysis, even if the information did not originate in the system reference.

Options:

A.

TRUE

B.

FALSE

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Questions 14

Please select correct term for the following sentence: Any collection of stored data regardless of structure or content. Some large databases refer to instances and schema.

Options:

A.

Schema

B.

Database

C.

Node

D.

Instance

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Questions 15

Snowflaking is the term given to normalizing the flat, single-table, dimensional structure in a star schema into the respective component hierarchical or network structures.

Options:

A.

TRUE

B.

FALSE

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Questions 16

Inputs in the data quality context diagram include:

Options:

A.

Data stores

B.

Data lakes

C.

Business requirements

D.

Data quality expectations

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Questions 17

Accomplish repository scanning in two distinct approaches, including:

Options:

A.

Semi- proprietary integration

B.

Proprietary interface

C.

Semi-proprietary interface

D.

Proprietary integration

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Questions 18

Data profiling examples include:

Options:

A.

Counts of null

B.

Max/Min value

C.

Max/Min length

D.

Frequency distribution

E.

Data type and format

F.

None of the above

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Questions 19

An effective team is based on two simple foundations: trust and a common goal.

Options:

A.

TRUE

B.

FALSE

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Questions 20

Lack of automated monitoring represents serious risks, including:

Options:

A.

Administrative and audit duties risk

B.

Risk of compliance

C.

Direction and recovery risk

D.

Risk of reliance on inadequate native

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Questions 21

The implementation of a Data Warehouse should follow guiding principles, including:

Options:

A.

Data Efficiency

B.

One size does not fit all

C.

Contracts

D.

Focus on the business goals

E.

Start with the end in mind

F.

Collaborate

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Questions 22

The purpose of data governance is to ensure that data is managed properly, according to policies and best practices. Data governance is focused on how decisions are made about data and how people and processes are expected to behave in relation to data.

Options:

A.

TRUE

B.

FALSE

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Questions 23

SSD is the abbreviation for Solid State Dimension.

Options:

A.

TRUE

B.

FALSE

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Questions 24

A deliverable in the data architecture context diagram includes an implementation roadmap.

Options:

A.

TRUE

B.

FALSE

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Questions 25

Content management includes the systems for organizing information resources so that they can specially be stored.

Options:

A.

TRUE

B.

FALSE

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Questions 26

Governance ensures data is managed, but is not include the actual act of managing data.

Options:

A.

TRUE

B.

FALSE

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Questions 27

Data modeller: responsible for fata model version control an change control

Options:

A.

TRUE

B.

FALSE

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Questions 28

CMA is an abbreviation for Capability Maturity Assessment.

Options:

A.

TRUE

B.

FALSE

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Questions 29

Sample value metrics for a data governance program include:

Options:

A.

Reduction of risk

B.

Improved efficiency in operations

C.

Effectiveness of education

D.

Achievements of goals and objectives

E.

Contributions to business objectives

F.

Effectiveness of communication

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Questions 30

In matching, false positives are three references that do not represent the same entity are linked with a single identifier.

Options:

A.

TRUE

B.

FALSE

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Questions 31

Use business rules to support Data Integration and Interoperability at various points, to:

Options:

A.

Direct the flow of data in the organization

B.

Monitor the organization’s operational data

C.

Software alerts when events are triggered

D.

Direct when to automatically trigger events and alerts

E.

Consistency in allocation event resources

F.

None of the above

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Questions 32

The most common drivers for initiating a Mater Data Management Program are:

Options:

A.

Metadata insecurity

B.

Managing data quality

C.

Reducing risk

D.

Managing the costs of data integration

E.

Meeting organizational data requirements

F.

Reducing latency

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Questions 33

Input in the Big Data and data science context diagram include:

Options:

A.

IT standards

B.

Data sources

C.

Business strategy & goals

D.

Database standards

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Questions 34

Data access control can be organized at an individual level or group level, depending on the need.

Options:

A.

TRUE

B.

FALSE

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Questions 35

An application DBA leads the review and administration of procedural database objects.

Options:

A.

TRUE

B.

FALSE

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Questions 36

Data governance can be understood in terms of political governance. It includes the following three function types:

Options:

A.

Legislative-like functions

B.

Judicial-like functions

C.

Ethical-like functions

D.

Executive functions

E.

Data-like functions

F.

Morality-like functions

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Questions 37

Traditional tool sin data visualtization have both a data and a graphical component. Advanced visualization and discovery tools use in-memory architecture to allow users to interact with the data.

Options:

A.

TRUE

B.

FALSE

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Questions 38

Elements that point to differences between warehouses and operational systems include:

Options:

A.

Historical

B.

Data security standards

C.

Subject-orientated

D.

Non-volatile

E.

Data quality

F.

Integrated

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Questions 39

Reference and Master Data Management follow these guiding principles:

Options:

A.

Quality

B.

Stewardship

C.

Authority

D.

Ownership

E.

Exclusivity

F.

Inclusivity

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Questions 40

There are three basic approaches to implementing a Master Data hub environment, including:

Options:

A.

Compliance hub

B.

Transaction hub

C.

Consolidated hub

D.

Emotions hub

E.

Location hub

F.

Registry

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Questions 41

Inputs in the reference and master data context diagram include:

Options:

A.

None of the above

B.

Business Drivers

C.

Business model

D.

Data Glossary

E.

Cultural Drivers

F.

All of the above

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Questions 42

If the target system has more transformation capability than either the source or the intermediary application system, the order of processes may be switched to ELT – Extract Load Tranform.

Options:

A.

TRUE

B.

FALSE

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Questions 43

Data governance program must contribute to the organization by identifying and delivering on specific benefits.

Options:

A.

TRUE

B.

FALSE

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Questions 44

Data quality management is a key capability of a data management practice and organization.

Options:

A.

TRUE

B.

FALSE

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Questions 45

The CAP theorem asserts that the distributed system cannot comply with all the parts of the ACID. A distributed system must instead trade-off between the following properties:

Options:

A.

Consistency

B.

Utilization

C.

Availability

D.

System development

E.

Partition tolerance

F.

All of the above

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Questions 46

Value is the difference between the cost of a thing and the benefit derived from that thing.

Options:

A.

TRUE

B.

FALSE

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Questions 47

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

Options:

A.

TRUE

B.

FALSE

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Questions 48

Data architect: A senior analyst responsible for data architecture and data integration.

Options:

A.

TRUE

B.

FALSE

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Questions 49

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

Options:

A.

TRUE

B.

FALSE

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Questions 50

OCR is the abbreviation for Optical Character Recognition.

Options:

A.

TRUE

B.

FALSE

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Questions 51

DBAs exclusively perform all the activities of data storage and operations.

Options:

A.

TRUE

B.

FALSE

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Questions 52

Change only requires change agents in special circumstances, especially when there is little to no adoption.

Options:

A.

TRUE

B.

FALSE

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Questions 53

Oversight for the DMMA process belongs to the Data Quality team.

Options:

A.

TRUE

B.

FALSE

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Questions 54

ANSI standard 859 has three levels of control of data, based on the criticality of the data and the perceived harm that would occur if data were corrupt or otherwise unavailable, including:

Options:

A.

Basic

B.

Formal

C.

Informal

D.

Custody

E.

Revision

F.

None of the above

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Questions 55

Please select the user that best describes the following description: Uses the business glossary to make architecture, systems design, and development decisions, and to conduct the impact analysis.

Options:

A.

Business user

B.

Technical user

C.

Analytical user

D.

None of the above

E.

Advanced user

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Questions 56

Metadata management solutions include architectural layers including:

Options:

A.

Metadata control and management

B.

Metadata Marketing

C.

Metadata usage

D.

Metadata integration

E.

Metadata Sales

F.

Metadata delivery

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Questions 57

Data parsing is the process of analysing data using pre-determined rules to define its content or value.

Options:

A.

FALSE

B.

TRUE

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Questions 58

Analytics models are associated with different depths of analysis, including:

Options:

A.

Quality testing

B.

Explanatory modeling

C.

Descriptive modeling

D.

Performance modeling

E.

All of the above

F.

None of the above

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Questions 59

Effective document management requires clear policies and procedures, especially regarding retention and disposal of records.

Options:

A.

FALSE

B.

TRUE

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Questions 60

Misleading visualisations could be an example where a base level of truthfulness and transparency are not adhered to.

Options:

A.

TRUE

B.

FALSE

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Questions 61

DBAs and database architects combine their knowledge of available tools with the business requirements in order to suggest the best possible application of technology to meet organizational goals.

Options:

A.

FALSE

B.

TRUE

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Questions 62

The acronym CMDB stands for:

Options:

A.

Customization management tools or databases

B.

Classic management technologies or databases

C.

Cached management technologies or databases

D.

Configuration management tools or databases

E.

Cached management tools or databases

F.

Classic monitoring technologies or databases

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Questions 63

Data governance requires control mechanisms and procedures for, but not limited to, assignment and tracking of action items.

Options:

A.

FALSE

B.

TRUE

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Questions 64

ECM is an abbreviation for:

Options:

A.

Enterprise compliance management

B.

Enterprise compliance manager

C.

Enterprise component management

D.

Enterprise content management

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Questions 65

Data stewardship is the least common label to describe accountability and responsibility for data and processes to ensure effective control and use of data assets.

Options:

A.

TRUE

B.

FALSE

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Questions 66

Functionality-focused requirements associated with a comprehensive metadata solution, include:

Options:

A.

Synchronization

B.

Structure

C.

None of the above

D.

History

E.

Volatility

F.

Access rights

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Questions 67

Content needs to be modular, structured, reusable and device and platform independent.

Options:

A.

TRUE

B.

FALSE

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Questions 68

Please select the correct general cost and benefit categories that can be applied consistently within an organization.

Options:

A.

Cost of erasing data from servers

B.

Cost of improving data

C.

What the data could be sold for

D.

Benefit of higher quality data

E.

Cost of replacing data if it were lost

F.

What competitors would pay for data

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Questions 69

SOR Stands for:

Options:

A.

Service of Record

B.

System of Record

C.

System on Record

D.

Service over Record

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Questions 70

The best preventative action to prevent poor quality data from entering an organisation include:

Options:

A.

Institute a formal change control

B.

Define and enforce rules

C.

Implement data governance and stewardship

D.

None of the above

E.

Train data procedures

F.

Establish data entry controls

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Questions 71

The Data Warehouse has a set of storage areas, including:

Options:

A.

Staging areas

B.

Data marts

C.

Cubes

D.

Kubernetes

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Questions 72

Business requirements is an input in the Data Warehouse and Business Intelligence context diagram.

Options:

A.

TRUE

B.

FALSE

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Exam Code: DMF-1220
Exam Name: Data Management Fundamentals
Last Update: Dec 22, 2024
Questions: 486

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