Answer: Profile

To verify if a dataset is normally distributed in Azure Machine Learning studio, the Profile statistic should be used. The Profile option in Azure ML provides comprehensive statistical summaries including distribution analysis, histograms, and normality indicators. While Mean (D) is a measure of central tendency and Max (A) is an extreme value, neither provides distribution shape analysis. Type (B) refers to data type identification, not distribution analysis. The community discussion confirms Profile as the correct answer with upvoted comments stating 'Profile is correct' and exam validation from August 2023.

Author: LeetQuiz Editorial Team