Music Recommendation System

Objective

• Recommend new musical artists to user based on their listening history.
• Used Altering Least Square Algorithm(ALS) for collaborative filtering.
• Predict top 5 artists for a particular user.

Data set

• Audioscrobbler(users-artists and the play counts)

Reqirements:

• Apache Spark
• Python
• MLLib
• PySpark

Steps To Run:

• Open Jupyter

jupyter notebook

• Open recommender.ipynb in the Jupyter Notebook

Ref : http://jupyter-notebook-beginner-guide.readthedocs.io/en/latest/execute.html