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Clustering Algorithms Data Mining

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Track :

Programming

Lessons no : 4

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What will you learn in this course?
  • Identify and explain different clustering algorithms used in data mining and unsupervised machine learning
  • Apply clustering techniques to real-world datasets for pattern discovery and data segmentation
  • Evaluate clustering results using appropriate metrics like silhouette score and Davies-Bouldin index
  • Implement clustering algorithms using popular tools and libraries for effective data analysis

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Lessons | 4


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nice
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In machine learning too, we often group examples as a first step to understand a subject (data set) in a machine learning system. Grouping unlabeled examples is called clustering. As the examples are unlabeled, clustering relies on unsupervised machine learning .