The answer
Supervised learning is more common because businesses usually want to predict specific targets (revenue, churn, fraud).
Understanding Supervised vs Unsupervised Learning with Real Examples
Which approach is more common in business?
More FAQs in Understanding Supervised vs Unsupervised Learning with Real Examples
Email spam detection, where emails are labeled as 'spam' or 'not spam', is a classic classification example.
Customer segmentation, where a business groups customers based on buying habits, is a classic clustering example.
A hybrid approach where the dataset contains a small amount of labeled data and a large amount of unlabeled data.
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