Interactive visualization showing how unsupervised learning clusters similar data points together without prior labels.
General AI Concepts for Beginners
How AI Learns: Introduction to Machine Learning
Unsupervised Learning: Finding Hidden Patterns
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Now consider Unsupervised Learning. Here, there is no teacher and no labels. Imagine dumping a box of mixed fruit onto a table. If you ask a computer to organize them without telling it what an apple or orange is, it will still group them. It might put red round things together and yellow curved things together based purely on their physical similarities. This is clustering. The computer finds hidden structures and patterns in data all by itself, which is incredibly useful for customer segmentation or anomaly detection.
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