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What is a common application of clustering in the real world?

Practice Questions

Q1
What is a common application of clustering in the real world?
  1. Image classification
  2. Market segmentation
  3. Spam detection
  4. Sentiment analysis

Questions & Step-by-Step Solutions

What is a common application of clustering in the real world?
  • 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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