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What is a common application of clustering in the real world?
What is a common application of clustering in the real world?
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What is a common application of clustering in the real world?
Image classification
Market segmentation
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Market segmentation is a common application of clustering, where customers are grouped based on purchasing behavior.
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Q: What is a common application of clustering in the real world?
Solution:
Market segmentation is a common application of clustering, where customers are grouped based on purchasing behavior.
Steps: 5
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Step 1: Understand what clustering means. Clustering is a way to group similar things together.
Step 2: Think about customers in a store. They buy different products based on their preferences.
Step 3: Market segmentation is when we use clustering to group customers who buy similar things.
Step 4: For example, one group might buy a lot of sports equipment, while another group buys beauty products.
Step 5: Businesses use this information to target their marketing and improve sales.
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