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February, 2024

Clustering Algorithms in ML

Applications of Clustering

  • Customer Segmentation: To show personalized ADs to customers.
  • Data Analysis: Perform analysis to each cluster after performing clustering on the whole dataset.
  • Semi Supervised Learning: Google Photos uses this technique to identify person's face and put them into a separate folder.
  • Image Segmentation: You can create segments in photos to represent different objects in the photo.

KMeans