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Question 35 - Certified AI Associate discussion

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A business analyst (BA) is preparing a new use case for Al. They run a report to check for null values in the attributes they plan to use.

Which data quality component Is the BA verifying by checking for null values?

A.
Duplication
Answers
A.
Duplication
B.
Usage
Answers
B.
Usage
C.
Completeness
Answers
C.
Completeness
Suggested answer: C

Explanation:

By checking for null values, a business analyst (BA) is verifying the data quality component of completeness. Completeness refers to the absence of missing values or gaps in the data, which is essential for the accuracy and reliability of reports and analytics used in AI models. Null values can indicate incomplete data, which may adversely affect the performance of AI applications by leading to incorrect predictions or insights. Salesforce emphasizes the importance of data completeness for effective data analysis and provides tools for data quality assessment and improvement. Details on handling data completeness in Salesforce can be explored at Salesforce Help Data Management.

asked 23/09/2024
Aurelie Touraille Colombo
32 questions
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