Machine Learning

28 articles
  • 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 [...]

    Published by Kinshuk Mishra and Matt Brown
  • 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 [...]

    Published by Kinshuk Mishra
  • February 28, 2014

    How to shuffle songs?

    At Spotify we take user feedback seriously. We noticed some users complaining about our shuffling algorithm playing a few songs [...]

    Published by Lukáš Poláček
  • May 13, 2013

    Analytics at Spotify

    At the heart of Spotify lives a massive and growing data-set. Most data is user-centric and allows us to provide [...]

    Published by Jason Palmer