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Matrix Factorization with Alternating Least Squares (ALS)

Spark - Matrix Factorization using ALS

Dependancies

  1. The following components are installed:
  • JDK 1.8 (OpenJDK 8)
  • Scala 2.11.12
  • Hadoop 2.9.2
  • Spark 2.3.1 (without bundled Hadoop)
  • Maven
  • AWS CLI (for EMR execution)

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An implementation of Distributed Alternating Least Squares to perform matrix factorization in Spark

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