Exam 10: Data Quality and Integration

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A data governance committee is always made up of high-ranking government officials.

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False

Bit-mapped indexing is often used in a data warehouse environment.

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True

What is data transformation?

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Data transformation involves converting data in the format of the operational system into the format of the data warehouse. Data is accepted from the data capture component (after data scrubbing), is mapped to the format of the reconciled data layer, and then passed to the load and index component.

What are some of the approaches to data integration?

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Conformance refers to whether the data is stored, exchanged or presented in a format that is as specified by its metadata.

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What is the difference between an incremental extract and a static extract?

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The data reconciliation process is responsible for transforming operational data to reconciled data.

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Application integration is achieved by coordinating the flow of event information between business applications.

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One simple task of a data quality audit is to:

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Static extract is a method of capturing only the changes that have occurred in the source data since the last capture.

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The best place to improve data entry across all applications is:

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Discuss Master Data Management.

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A characteristic of reconciled data that means the data reflect an enterprise-wide view is:

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What are the key steps in a data quality program?

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In the ________ approach, one consolidated record is maintained, and all applications draw on that one actual "golden" record.

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An approach in which only changes in the source data are written to the data warehouse is called refresh mode.

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Data federation consolidates all data into one database.

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Quality data does not have to be unique.

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Data are moved to the staging area before extraction takes place.

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What are the record-level data transformation functions?

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