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AI-900: Choosing the Right ML Approach for Segmenting Customers

Learn when clustering algorithms are the best approach for dividing customers into groups with similar behaviors vs. classification and regression models.

Question

Which type of machine learning should you use to identify groups of people who have similar purchasing habits?

A. classification
B. regression
C. clustering

Answer

C. clustering

Explanation

Clustering algorithms are designed to find clusters or segments within data based on similarities. By using clustering, you can identify groups of customers who exhibit comparable purchasing patterns, interests, demographics, etc. This makes clustering the right choice over classification and regression techniques for customer segmentation.

Reference

Microsoft Learn > .NET > ML.NET guide > Resources > Machine learning tasks in ML.NET

Microsoft Azure AI Fundamentals AI-900 certification exam practice question and answer (Q&A) dump with detail explanation and reference available free, helpful to pass the Microsoft Azure AI Fundamentals AI-900 exam and earn Microsoft Azure AI Fundamentals AI-900 certification.

Microsoft Azure AI Fundamentals AI-900 certification exam practice question and answer (Q&A) dump