What are some examples of clustering algorithms?
An example of an AI chatbot conversation about clustering algorithms and their applications.
What are some examples of clustering algorithms?
Some popular clustering algorithms include K-means, Hierarchical clustering, and DBSCAN. Would you like to know more about any specific one?
Can you explain how K-means works?
Sure! K-means works by partitioning data into K distinct clusters based on feature similarity. It iteratively assigns data points to the nearest cluster centroid and updates the centroids until convergence.
What are the advantages of using DBSCAN?
DBSCAN is great for identifying clusters of varying shapes and sizes, and it can also handle noise in the data effectively.
Are there any real-world applications of clustering algorithms?
Yes, clustering algorithms are used in market segmentation, social network analysis, image compression, and more!
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