What is clustering analysis?
An example of an AI chatbot conversation about clustering analysis and its applications.
Can you explain what clustering analysis is?
Clustering analysis is a technique used to group similar data points together based on their characteristics.
What are some common applications of clustering analysis?
Common applications include market segmentation, social network analysis, and image processing.
How does clustering differ from classification?
Clustering is unsupervised learning, while classification is supervised, meaning classification uses labeled data.
Can you give an example of a clustering algorithm?
Sure! K-means is a popular clustering algorithm that partitions data into K distinct clusters based on distance.
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