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Total 486 questions

Data Management Fundamentals Questions and Answers

Question 1

Deliverables in the data management maturity assessment context diagram include:

Options:

A.

Maturity baseline

B.

Roadmap

C.

Executive briefings

D.

Recommendations

E.

Risk assessment

F.

Ratings and ranks

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Question 2

Document and content management is defined as planning, implementation and control activities for storage management of data and information found in any form or medium.

Options:

A.

TRUE

B.

FALSE

Question 3

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

Question 4

Please select the answer that best fits the following description: Contains only real-time data.

Options:

A.

Batch layer

B.

Speed layer

C.

Serving layer

D.

Real-time layer

Question 5

Data management professionals who understand formal change management will be more successful in bringing about changes that will help their organizations get more value from their data. To do so, it is important to understand:

Options:

A.

The triggers for effective change

B.

Data architecture

C.

How people experience changes

D.

Data security

E.

The barriers to change

F.

Why change fails

Question 6

The DW encompasses all components in the data staging and data presentation areas, including:

Options:

A.

Operational source system

B.

Data access tools

C.

Data presentation area

D.

Data staging area

E.

All of the above

F.

Technology source system

Question 7

Layers of data governance are often part of the solution. This means determining where accountability should reside for stewardship activities and who the owners of the data are.

Options:

A.

FALSE

B.

TRUE

Question 8

Corporate Information Factory (CIF) components include:

Options:

A.

Data marts

B.

Objectives

C.

Operational Reports

D.

Reduction of risk

E.

Staging Area

F.

Contributions to business objectives

Question 9

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

Options:

A.

TRUE

B.

FALSE

Question 10

Reference and master data require governance processes, including:

Options:

A.

The data sources to be integrated

B.

Emotions matrix

C.

Compliance framework

D.

The priority and response levels of data stewardship efforts

E.

The conditions of use rules to be followed

F.

None of the above

Question 11

It is unwise to implement data quality checks to ensure that the copies of the attributes are correctly stored.

Options:

A.

FALSE

B.

TRUE

Question 12

Please select the four domains of enterprise architecture:

Options:

A.

Enterprise software architecture

B.

Enterprise technology architecture

C.

Enterprise business architecture

D.

Enterprise data architecture

E.

Enterprise hardware architecture

F.

Enterprise application architecture

Question 13

Data Integration and Interoperability (DII) describes processes related to the movement and consolidation of data within and between data stores, applications and organizations.

Options:

A.

TRUE

B.

FALSE

Question 14

ETL is the basic process which is central to all areas in Data Integration and Interoperability. It is an abbreviation for extract, transition and load.

Options:

A.

TRUE

B.

FALSE

Question 15

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

Question 16

BI tool types include:

Options:

A.

BPM

B.

Operational reporting

C.

Data lake extraction

D.

Diagnostic, self-service analytics

E.

Descriptive, self-service analytics

F.

Reduction of risk

Question 17

The flow of data in a data integration solution does not have to be designed and documented.

Options:

A.

TRUE

B.

FALSE

Question 18

The biggest business driver for developing organizational capabilities around Big Data and Data Science is the desire to find and act on business opportunities that may be discovered through data sets generated through a diversified range of processes.

Options:

A.

TRUE

B.

FALSE

Question 19

The goal of data architecture is to:

Options:

A.

Serve as a platform to enable data governance and management

B.

Bridge between business strategy and technology execution

C.

Provide the organisation with clear system of the architecture

D.

Make the integration between data management and data analytics possible

Question 20

The goals of Metadata management include:

Options:

A.

Managing performance of data assets

B.

Ensure metadata quality, consistency, currency and security

C.

Managing the availability of data throughout the data lifecycle

D.

Provide standard ways to make metadata accessible to metadata consumers

E.

Managing the performance of data transactions

F.

Establish or enforce the use of technical Metadata standards to enable data exchange

Question 21

Data Governance is at the centre if the data management activities, since governance is required for consistency within and balance between functions.

Options:

A.

FALSE

B.

TRUE

Question 22

Effective data management involves a set of complex, interrelated processes that disable an organization to use its data to achieve strategic goals.

Options:

A.

FALSE

B.

TRUE

Question 23

One of the deliverables in the Data Integration and Interoperability context diagram is:

Options:

A.

Data Integration and Interoperability Strategy

B.

Data hogging

C.

Data access agreements

D.

Data security plan

Question 24

Some common data quality business rule types are:

Options:

A.

Definitional conformance

B.

Format compliance

C.

Range conformance

D.

Mapping conformance

Question 25

The goals of data security include:

Options:

A.

Managing performance of data assets

B.

Enable appropriate access to enterprise data assets

C.

Managing the availability of data throughout the data lifecycle

D.

Understand and comply with all relevant regulations and policies for privacy and confidentiality

E.

Managing the performance of data transactions

F.

Ensure that the privacy and confidentiality needs of all stakeholders are enforced and audited

Question 26

Metrics tied to Reference and Master Data Quality include:

Options:

A.

Addressing all queries

B.

Data steward coverage

C.

Implementing data management training

D.

Data sharing volume and usage

E.

Data ingestion and consumption

F.

Service level agreements

Question 27

SDLC stands for:

Options:

A.

System development leverage cycle

B.

System design lifecycle

C.

System and design long cycle

D.

System development lifecycle

Question 28

Improving data quality requires a strategy that accounts for the work that needs to be done and the way people will execute it.

Options:

A.

TRUE

B.

FALSE

Question 29

Factors that have shown to play a key role in the success in the success of effective data management organizations does not include:

Options:

A.

Clear vision

B.

Orientation and training

C.

Leadership alignment

D.

IT sponsorship

Question 30

The ISO 11179 Metadata registry, an international standard for representing Metadata in an organization, contains several sections related to data standards, including naming attributes and writing definitions.

Options:

A.

FALSE

B.

TRUE

Question 31

When constructing an organization’s operating model cultural factors must be taken into consideration.

Options:

A.

TRUE

B.

FALSE

Question 32

Technical metadata describes details of the processing and accessing of data.

Options:

A.

FALSE

B.

TRUE

Question 33

What are the primary drivers of data security activities?

Options:

A.

Risk reduction

B.

Risk alleviation

C.

Business growth

D.

Business compliance

Question 34

Data flows map and document relationships between data and locations where global differences occur.

Options:

A.

TRUE

B.

FALSE

Question 35

A e-discovery readiness assessment should examine and identify opportunities for the commercial response program.

Options:

A.

TRUE

B.

FALSE

Question 36

Data flows map and document relationships between data and:

Options:

A.

Locations where local differences occur

B.

Situations where local differences occur

C.

Network segments

D.

Applications within a business process

E.

None of the above

F.

All of the above

Question 37

The best DW/BI architects will design a mechanism to connect back to transactional level and operational level reports in an atomic DW.

Options:

A.

FALSE

B.

TRUE

Question 38

Reference and Master data definition: Managing shared data to meet organizational goals, reduce risks associated with data redundancy, ensure higher quality, and reduce the costs of data integration.

Options:

A.

TRUE

B.

FALSE

Question 39

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

Question 40

SOA is an abbreviation for service orientated architecture.

Options:

A.

FALSE

B.

TRUE

Question 41

Critical success factors throughout the BI/DW lifecycle include:

Options:

A.

Business readiness

B.

A clear and consistent focus

C.

Vision alignment

D.

Business sponsorship

E.

Linear symmetry

F.

A consistent line across display methods

Question 42

Data security internal audits ensure data security and regulatory compliance policies are followed should be conducted regularly and consistently.

Options:

A.

TRUE

B.

FALSE

Question 43

The Data Warehouse encompasses all components in the data staging and data presentation areas, including:

Options:

A.

Data Access Tool

B.

Application Tool

C.

Operational source systems

D.

Data staging area

E.

Data presentation area

F.

All of the above

Question 44

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

Question 45

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

Options:

A.

FALSE

B.

TRUE

Question 46

Product Master data can only focus on an organization’s internal product and services.

Options:

A.

TRUE

B.

FALSE

Question 47

All metadata management solutions include architectural layers including:

Options:

A.

Metadata Quality Assurance Testing

B.

Metadata integration

C.

Metadata usage

D.

Metadata delivery

E.

Metadata control and management

F.

None of the above

Question 48

The ethics of data handling are complex, but is centred on several core concepts. Please select the correct answers.

Options:

A.

Impact on machines

B.

Impact on people

C.

Potential for data management

D.

Potential for misuse

E.

Economic value of ethics

F.

Economics value of data

Question 49

There are three techniques for data-based change data capture, namely:

Options:

A.

The source system populates specific data elements.

B.

Application automated interfaces

C.

The source system processes copy data that has changed into a separate object as part of the transaction, which is then used for the extract process.

D.

The source systems send binary code through ASCI that makes the process rapid.

E.

The source system processes add to a simple list of objects and identifiers when changing data, which is then used to control selection of data extraction.

F.

None of the above

Question 50

Enterprise Architecture domains include:

Options:

A.

Business Architecture

B.

Data Architecture

C.

Data Management Architecture

D.

Systems Architecture

E.

Application Architecture

F.

Technology Architecture

Question 51

Please select the correct General Accepted Information Principles:

Options:

A.

Asset Principle

B.

Audit Principle

C.

Due Diligence Principle

D.

Going Concern Principle

E.

Ethical Principle

F.

All of the above

Question 52

In an information management context, the short-term wins and goals often arise from the resolution of an identified problem.

Options:

A.

TRUE

B.

FALSE

Question 53

Type of Reference Data Changes include:

Options:

A.

Row level changes to internal Reference Data sets

B.

Row level changes to external Reference Data sets

C.

Creation of new Reference Data sets

D.

Business model changes on column level

E.

Structural changes to external Reference Data sets

F.

None of the above

Question 54

The business glossary should capture business terms attributes such as:

Options:

A.

Lineage

B.

Utilization

C.

Common misunderstanding in terms

D.

System development

E.

Algorithms to supporting definitions

F.

All of the above

Question 55

Data quality issues cannot emerge at any point in the data lifecycle.

Options:

A.

FALSE

B.

TRUE

Question 56

SSD is the abbreviation for Solid State Dimension.

Options:

A.

TRUE

B.

FALSE

Question 57

Hierarchical database model is the newest database model

Options:

A.

TRUE

B.

FALSE

Question 58

The load step of the ETL is physically storing or presenting the results of the transformation into the source system.

Options:

A.

TRUE

B.

FALSE

Question 59

Data professional should not balance the short-term versus long-term business interests.

Options:

A.

TRUE

B.

FALSE

Question 60

Metadata is described using three sets od categories, including:

Options:

A.

Structural Metadata

B.

Descriptive Metadata

C.

Generic Metadata

D.

Administrative metadata

E.

Conceptual Metadata

Question 61

Several global regulations have significant implications on data management practices. Examples include:

Options:

A.

BCBS 239

B.

Data Standards

C.

Privacy laws

D.

Effectiveness of education Standards

E.

SPCA

F.

PCI-DSS

Question 62

Please select the correct principles of the General Data Protection Regulation (GDPR) of the EU.

Options:

A.

Purpose Limitation

B.

Data Minimisation

C.

Accuracy

D.

Storage Limitation

E.

Accountability

F.

All of the above

Question 63

There are numerous methods of implementing databases on the cloud. The most common are:

Options:

A.

Virtual machine image

B.

Distributed machine image

C.

DAAS

D.

Managed database hosting on the cloud

Question 64

SBA is an abbreviation for service-based architecture.

Options:

A.

TRUE

B.

FALSE

Question 65

Bias refers to an inclination of outlook. Please select the types of data bias:

Options:

A.

Data collection for pre-defined results

B.

Hunch and search

C.

Positive reinforcement

D.

Context and Emotion

E.

Biased use of data collected

F.

Biased sampling methodology

Question 66

A controlled vocabulary is a defined list of explicitly allowed terms used to index, categorize, tag, sort and retrieve content through browsing and searching.

Options:

A.

TRUE

B.

FALSE

Question 67

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

Question 68

Access to data for Multidimensional databases use a variant of SQL called MDX or Multidimensional expression.

Options:

A.

FALSE

B.

TRUE

Question 69

When constructing models and diagrams during formalisation of data architecture there are certain characteristics that minimise distractions and maximize useful information. Characteristics include:

Options:

A.

Linear symmetry

B.

A match between all diagram objects and the legend

C.

A clear and consistent legend

D.

A consistent line across display methods

E.

Consistent object attributes

F.

A clear and consistent line direction

Question 70

The data warehouse and marts differ from that in applications as the data is organized by subject rather than function.

Options:

A.

TRUE

B.

FALSE

Question 71

Service accounts are convenient because they can tailor enhanced access for the processes that use them.

Options:

A.

TRUE

B.

FALSE

Question 72

Examples of business processes when constructing data flow diagrams include:

Options:

A.

Order Management

B.

Marketing & Sales

C.

Sales order

D.

Invoicing

E.

Product Development

F.

Customer

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Total 486 questions