Segmenting Mall Customers

Segmenting Mall Customers

Assessment

Interactive Video

Engineering, Information Technology (IT), Architecture, Business, Social Studies

University

Hard

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The video tutorial guides viewers through the process of using K-means clustering to segment customers in a shopping mall dataset. It covers data exploration, cleaning, and visualization techniques, and explains how to determine the optimal number of clusters using the elbow method. The tutorial emphasizes targeting specific customer segments for marketing strategies based on spending behavior and demographic information.

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3 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the purpose of plotting an elbow curve in K means clustering?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

Describe how visualization aids in understanding customer segments.

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

What steps are taken to extract and analyze a specific customer segment?

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