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Question 24 - Certified AI Associate discussion

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Cloud Kicks wants to develop a solution to predict customers product interests based on historical data. The company found that employees from one region use a text field to capture the product category, while employees from all other locations use a plckllst.

Which data quality dimension is affected in this scenario?

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

Explanation:

''Consistency is the data quality dimension 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
Adetutu Ogunsowo
45 questions
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