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Unsupervised Learning

37 words·1 min
Table of Contents

Definition
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Models identify structures in data without predefined labels.

Key Characteristics
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  • Clustering
  • Dimensionality reduction
  • Anomaly detection

Why It Matters
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Used for customer segmentation and fraud detection.

Examples
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  • K-means clustering
  • Principal Component Analysis (PCA)