You have a dataset that contains sales data and has defined labels for types of customers. You need to categorize the customer types based on the sales data. Which type of machine learning should you

The correct answer is A. Classification. Classification is used with labeled data and is geared towards supervised learning, while clustering is used with unlabeled data, and geared towards unsupervised learning.

Submitted by devops_kid· Mar 30, 2026Describe fundamental principles of machine learning on Azure

Question

You have a dataset that contains sales data and has defined labels for types of customers. You need to categorize the customer types based on the sales data. Which type of machine learning should you use?

Options

AClassification
BClustering
CRegression

How the community answered

(24 responses)

A
83% (20)
B
4% (1)
C
13% (3)

Explanation

Classification is used with labeled data and is geared towards supervised learning, while clustering is used with unlabeled data, and geared towards unsupervised learning.

Topics

#Classification#Supervised Learning#ML problem types

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