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Song Recommendation Engine

A song recommendation engine built using Spark and Hadoop.

The model is optimised using the Alternating Least Sqaures (ALS) algorithm.

Dependencies

  • Hadoop - 3.2.x
  • Spark - 3.0.x

Usage

Extract the dataset

unzip dataset.zip

Copy the files to Hadoop

hdfs dfs -copyFromLocal 10000.txt /user/<name>
hdfs dfs -copyFromLocal song_data.csv /user/<name>

Run the Spark job

$SPARK_HOME/bin/spark-submit rec_engine.py

Contributors:

song-recommendation-engine's People

Contributors

roshan-d21 avatar

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