Clustering
Clustering, in the context of Artificial Intelligence (AI) and Machine Learning (ML), can be compared to organizing a vast collection of books in a library without any existing categorization. The goal is to group these books in such a way that books on similar topics are placed together. You might end up with groups like fiction, science, history, and so on, based on the content or features of the books. This process of grouping similar items together is what we refer to as clustering in AI and ML.
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