ai-901 Practice Question 1880
Exam: ai-901
Domain: Describe fundamental principles of machine learning on Azure
Topic: Identify common machine learning types
Difficulty: medium
An organization needs to segment its customers into different groups based on their purchasing behavior to tailor marketing strategies. Which machine learning technique would best suit this requirement?
Answer Options
A
Regression
B
Classification
C
Clustering
D
Azure Automated ML
Correct Answer
C: Clustering
Explanation
Clustering is used to group similar data points together without predefined labels, which fits the scenario of segmenting customers into different groups based on their purchasing behavior. Regression predicts a continuous value, classification predicts a category, and Azure Automated ML can perform both regression and classification but not specifically for this scenario.