Tag Archive: big data

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  August 7, 2016

  Commoditizing Music Machine Learning : Services

  Five years ago, music personalization at Spotify was a tiny team. The team read papers, developed models, wrote data pipelines [...]

  • Data
  • Developer Tools
  • Infrastructure
  • Machine Learning
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  January 9, 2015

  Personalization at Spotify using Cassandra

  At Spotify we have have over 60 million active users who have access to a vast music catalog of over 30 million [...]

  • Data
  • Data Science
  • Machine Learning
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  January 5, 2015

  How Spotify Scales Apache Storm

  Spotify has built several real-time pipelines using Apache Storm for use cases like ad targeting, music recommendation, and data visualization. Each of these [...]

  • Data
  • Machine Learning
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  November 27, 2014

  Data Processing with Apache Crunch at Spotify

  All of our lovely Spotify users generate many terabytes of data every day. All the songs that are listened to, [...]

  • Data
  • Developer Tools
  • Infrastructure