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CodeSignal

K-means Clustering Decoded

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Overview

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Unlock the secrets of K-means clustering, the backbone of unsupervised learning. You will group data into clusters, identify cluster centroids, and refine cluster quality.

Syllabus

  • Lesson 1: Mastering K-means Clustering with Python: From Theory to Practical Implementation
  • Lesson 2: Visualizing K-means Clustering on an Iris Dataset with Matplotlib
  • Lesson 3: Mastering K-means Clustering and the Rand Index with Python
  • Lesson 4: Mastering K-means Clustering: Selection of Clusters and Centroid Initialization

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