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Which of the following is a real-world application of clustering?

Practice Questions

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

Questions & Step-by-Step Solutions

Which of the following is a real-world application of clustering?
  • Step 1: Understand what clustering means. Clustering is a way to group similar items together.
  • Step 2: Think about where we see groups in the real world. For example, in shopping.
  • Step 3: Consider how businesses want to know more about their customers. They want to understand who buys what.
  • Step 4: Realize that businesses can use clustering to divide customers into groups based on their buying habits.
  • Step 5: This grouping is called market segmentation, which helps businesses target their marketing better.
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