Designing and Implementing a Data Science Solution on Azure — Question 84

You use Azure Machine Learning studio to analyze a dataset containing a decimal column named column1.

You need to verify that the column1 values are normally distributed.

Which statistic should you use?

Answer options

• A. Max
• B. Type
• C. Profile
• D. Mean

Correct answer: C

Explanation

The correct answer is C, as the Profile statistic provides insights into the distribution of values, including checks for normality. Options A (Max) and D (Mean) offer limited information that does not confirm distribution shape, while B (Type) is unrelated to statistical analysis.