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What types of data are considered Technical Data?

A.

Data standards; ETL job details; source-to-target mappings

B.

Valid value constraints; File format schemas; data models; data access rights

C.

Attributes that are only used for status reporting; data quality rules; data usage, database table names

D.

Physical database and column names; ETL job details; recovery and backup rules; data access rights

E.

Physical data models; calculations and algorithms; program and application names

A change management program supporting formal data governance should focus communication on:

Obtaining buy-in from all stakeholders

A.

Implementing data management training

B.

Monitoring the resistance

C.

Promoting the value of data assets

D.

Addressing all queries

E.

Implementing new metric and KPIs

A limitation of the centralized metadata repository approach is it may be less expensive.

A.

TRUE

B.

FALSE

The goals of data security practices is to protect information assets in alignment with privacy and confidentiality regulations, contractual agreements and business requirements. These requirements come from:

A.

Stakeholders

B.

Government regulations

C.

Proprietary business concerns

D.

Legitimate access needs

E.

Contractual obligations

F.

None of the above

The most important reason to implement operational data quality measurements is to inform data consumers about levels of data effectiveness.

A.

FALSE

B.

TRUE

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

A.

TRUE

B.

FALSE

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

A.

FALSE

B.

TRUE

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.

A.

TRUE

B.

FALSE

JSON is an open, lightweight standard format for data interchange.

A.

FALSE

B.

TRUE

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

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

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

A.

FALSE

B.

TRUE

Which of the following is not a step in the 'document and content management

lifecycle'?

A.

Capture records and content

B.

Manage versions and control

C.

Audit documents and records

D.

Create a content strategy

E.

Manage retention and disposal

Three data governance operating models types include:

A.

Centralized

B.

Decentralized

C.

Feathered

D.

Federated

E.

Replicated

F.

Duplicated

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

A.

TRUE

B.

FALSE

A key feature of Bill Inmon’s approach to data warehousing is:

A.

A tight management of data dimensions

B.

An exclusive focus on star schemas and cubes

C.

A normalized relational model to store and manage data

D.

A preference for supporting operational reporting

E.

Its ability to operate on open-source platforms