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This workshop will introduce attendees to the concept of clustering in machine learning, including different types of clustering such K-Means clustering algorithm, Hierarchical clustering, and DBSCAN. Participants will also learn about the different evaluation metrics for clustering such as silhouette score. By the end of the workshop, attendees will have a good understanding of how to use clustering techniques to analyze and group different types of data.