What is a common application of clustering in real-world scenarios?

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Q: What is a common application of clustering in real-world scenarios?

Solution: Customer segmentation is a common application of clustering, where businesses group customers based on purchasing behavior or demographics.

Steps: 5

Step 1: Understand what clustering means. Clustering is a way to group similar items together.
Step 2: Think about businesses and their customers. Businesses want to know more about their customers.
Step 3: Realize that customers can be different based on what they buy or their age, gender, etc. This is called purchasing behavior or demographics.
Step 4: Know that businesses use clustering to group customers who have similar buying habits or characteristics.
Step 5: This grouping helps businesses create targeted marketing strategies, improve customer service, and increase sales.

What is a common application of clustering in real-world scenarios?

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