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Question 56 - Certified AI Associate discussion

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Cloud kicks wants to develop a solution to predict customers' interest based on historical data. The company found that employee region uses a text field to capture the product category while employee from all other locations use a picklist.

Which dimension of data quality is affected in this scenario?

A.
Accuracy
Answers
A.
Accuracy
B.
Consistency
Answers
B.
Consistency
C.
Completeness
Answers
C.
Completeness
Suggested answer: B

Explanation:

''Consistency is the dimension of data quality that is affected in this scenario. Consistency means that the data values are uniform and follow a common standard or format across different records, fields, or sources. Inconsistent data can cause confusion, errors, or duplication in data analysis and processing. For example, using different field types for the same attribute can affect the consistency of the data.''

asked 23/09/2024
Steve Jenkins-Thorkildson
39 questions
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