Designing and Implementing a Data Science Solution on Azure — Question 69

You have a dataset that is stored in an Azure Machine Learning workspace.

You must perform a data analysis for differential privacy by using the SmartNoise SDK.

You need to measure the distribution of reports for repeated queries to ensure that they are balanced.

Which type of test should you perform?

Answer options

• A. Bias
• B. Privacy
• C. Accuracy
• D. Utility

Correct answer: A

Explanation

The correct answer is A, as a Bias test is essential for analyzing the distribution of reports to ensure they are balanced across repeated queries. The other options, while important in their own contexts, do not specifically address the need to measure the fairness and balance of the query responses in relation to differential privacy.