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DATA SCIENCE

Student Performance Clustering

An unsupervised learning project for grouping students based on academic performance.

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My Contribution

  • Prepared student performance features.
  • Implemented K-Means Clustering.
  • Used Elbow Method.
  • Used Silhouette Score.
  • Applied PCA for dimensionality reduction.
  • Visualized clustering results.