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Can you provide an example of a real-world application where clustering algorithms are used in AI?
Can you provide an example of a real-world application where clustering algorithms are used in AI?
Customer segmentation in marketing.
What is the difference between hierarchical and k-means clustering algorithms?
What is the difference between hierarchical and k-means clustering algorithms?
Hierarchical clustering does not require the number of clusters to be specified in advance, while k-means clustering does.
How does the choice of distance metric affect the outcome of a clustering algorithm?
How does the choice of distance metric affect the outcome of a clustering algorithm?
The choice of distance metric can significantly impact the clusters formed, as it determines how the similarity between data points is measured.
What is the purpose of clustering algorithms in AI?
What is the purpose of clustering algorithms in AI?
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