nerdexam
ISTQB

CT-AI · Question #6

A company producing consumable goods wants to identify groups of people with similar tastes for the purpose of targeting different products for each group. You have to choose and apply an…

The correct answer is C. Clustering. Clustering is an unsupervised learning method used to group similar data points based on their features. It is ideal for identifying groups of people with similar tastes without prior knowledge of the group labels. This technique will help the company segment its customer base…

Data Modeling and Management

Question

A company producing consumable goods wants to identify groups of people with similar tastes for the purpose of targeting different products for each group. You have to choose and apply an appropriate ML type for this problem. Which ONE of the following options represents the BEST possible solution for this above- mentioned task?

Options

  • ARegression
  • BAssociation
  • CClustering
  • DClassification

How the community answered

(32 responses)
  • A
    9% (3)
  • B
    3% (1)
  • C
    84% (27)
  • D
    3% (1)

Explanation

Clustering is an unsupervised learning method used to group similar data points based on their features. It is ideal for identifying groups of people with similar tastes without prior knowledge of the group labels. This technique will help the company segment its customer base effectively.

Topics

#clustering#customer segmentation#ML types#unsupervised learning

Community Discussion

No community discussion yet for this question.

Full CT-AI Practice