Tag archive: big data

sticky
Aug 7, 2016

Commoditizing Music Machine Learning : Services

Five years ago, music personalization at Spotify was a tiny team. The team read papers, developed models,...
DataDeveloper ToolsInfrastructureMachine Learning
sticky
Jan 9, 2015

Personalization at Spotify using Cassandra

At Spotify we have have over  who have access to a vast music catalog of over 30 million songs. Our users...
DataData ScienceMachine Learning
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Jan 5, 2015

How Spotify Scales Apache Storm

Spotify has built several real-time pipelines using Apache Storm for use cases like , , and . Each of these...
DataMachine Learning
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Nov 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...
DataDeveloper ToolsInfrastructure