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MLS-C01 · Question #65

MLS-C01 Question #65: Real Exam Question with Answer & Explanation

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Modeling

Question

A Machine Learning Specialist receives customer data for an online shopping website. The data includes demographics, past visits, and locality information. The Specialist must develop a machine learning approach to identify the customer shopping patterns, preferences, and trends to enhance the website-for better service and smart recommendations. Which solution should the Specialist recommend?

Options

  • ALatent Dirichlet Allocation (LDA) for the given collection of discrete data to identify patterns in the
  • BA neural network with a minimum of three layers and random initial weights to identify patterns in
  • CCollaborative filtering based on user interactions and correlations to identify patterns in the
  • DRandom Cut Forest (RCF) over random subsamples to identify patterns in the customer

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Topics

#Recommendation Systems#Collaborative Filtering#Machine Learning Algorithms#Customer Behavior Analysis
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