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MLS-C01 · Question #24

MLS-C01 Question #24: Real Exam Question with Answer & Explanation

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Modeling

Question

A Marketing Manager at a pet insurance company plans to launch a targeted marketing campaign on social media to acquire new customers. Currently, the company has the following data in Amazon Aurora: - Profiles for all past and existing customers - Profiles for all past and existing insured pets - Policy-level information - Premiums received - Claims paid What steps should be taken to implement a machine learning model to identify potential new customers on social media?

Options

  • AUse regression on customer profile data to understand key characteristics of consumer
  • BUse clustering on customer profile data to understand key characteristics of consumer segments.
  • CUse a recommendation engine on customer profile data to understand key characteristics of
  • DUse a decision tree classifier engine on customer profile data to understand key characteristics of

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Topics

#Clustering#Market Segmentation#Unsupervised Learning#Customer Acquisition
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