Clustering
An unsupervised learning task that involves grouping similar data points together.
Description
Clustering is an unsupervised learning technique that involves automatically discovering natural grouping in data. The goal is to group similar data points together while ensuring that points in different groups are as dissimilar as possible.
Examples
- 👥 Customer segmentation
- 🖼️ Image segmentation
- 📄 Document clustering
Applications
🛒 Market segmentation
🌐 Social network analysis
🚨 Anomaly detection
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