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Question 121 - Certified Data Architect discussion

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NTO (Northern Trail Outlets) has a complex Salesforce org which has been developed over past 5 years. Internal users are complaining abt multiple data issues, including incomplete and duplicate data in the org. NTO has decided to engage a data architect to analyze and define data quality standards.

Which 3 key factors should a data architect consider while defining data quality standards? Choose 3 answers:

A.
Define data duplication standards and rules
Answers
A.
Define data duplication standards and rules
B.
Define key fields in staging database for data cleansing
Answers
B.
Define key fields in staging database for data cleansing
C.
Measure data timeliness and consistency
Answers
C.
Measure data timeliness and consistency
D.
Finalize an extract transform load (ETL) tool for data migration
Answers
D.
Finalize an extract transform load (ETL) tool for data migration
E.
Measure data completeness and accuracy
Answers
E.
Measure data completeness and accuracy
Suggested answer: A, C, E

Explanation:

Defining data duplication standards and rules, measuring data timeliness and consistency, and measuring data completeness and accuracy are three key factors that a data architect should consider while defining data quality standards. Defining data duplication standards and rules can help prevent or reduce duplicate records in the org by specifying criteria and actions for identifying and merging duplicates. Measuring data timeliness and consistency can help ensure that the data is up-to-date, reliable, and synchronized across different sources. Measuring data completeness and accuracy can help ensure that the data is sufficient, relevant, and correct for the intended purposes.

asked 23/09/2024
alain giansily
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