Customer Segmentation
Customer Segmentation as
Identify customer segments Classify customers into segments for targeted marketing and personalized offers. CSV file of customer profiles
Distinct segments will emerge based on purchase behavior and demographics. Clean data, cluster using K-means, analyze segment characteristics. Verify clusters align with expected patterns and are interpretable. Define segment profiles and suggest targeted marketing strategies. Experiment with clustering techniques like hierarchical or DBSCAN clustering.
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