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Coursework for CS550 : Massive Data Mining. Topics covered include Map-Reduce, Association Rules, Frequent Itemsets, Locality-Sensitive Hashing (LSH), Singular Value Decomposition (SVD), Page Rank, k-means, Modularity, Spectral Clustering, Clique-based communities, Clustering Data Streams.

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Massive-Data-Mining

Coursework for CS550 : Massive Data Mining.

Assignemnets

  1. Map-Reduce, Association Rules, Locality-Sensitive Hashing (LSH)
  2. Singular Value Decomposition (SVD), Page Rank, k-means
  3. Modularity, Spectral Clustering, Clique-based communities
  4. Clustering Data Streams

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Movie Recommendation System

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Coursework for CS550 : Massive Data Mining. Topics covered include Map-Reduce, Association Rules, Frequent Itemsets, Locality-Sensitive Hashing (LSH), Singular Value Decomposition (SVD), Page Rank, k-means, Modularity, Spectral Clustering, Clique-based communities, Clustering Data Streams.

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