June 7, 2017
Meet our engineers – Charlie Pastuszenski
What’s your name and where are you from? My name is Charlie and I come from the US and grew [...]
Published by Spotify EngineeringMachine Learning
32 articles
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August 7, 2016Commoditizing Music Machine Learning : Services
Five years ago, music personalization at Spotify was a tiny team. The team read papers, developed models, wrote data pipelines [...]
Published by Spotify Engineering -
March 25, 2016Managing Machines at Spotify
Introduction When you log into Spotify, browse through your Discover Weekly playlist, and play a track, you’re interacting with some of our [...]
Published by Nic Cope -
November 18, 2015What made Discover Weekly one of our most successful feature launches to date?
WHAT IS DISCOVER WEEKLY? Every Monday Spotify delivers 75 million unique mixtapes to music lovers all over the world, we call [...]
Published by Sofie Lindblom -
January 9, 2015Personalization 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, 2015How 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, 2014How 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, 2013Analytics 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
