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Spotify’s Discover Weekly: How machine learning finds your new music
Spotify actually doesn’t use a single revolutionary recommendation model — instead, they mix together some of the best strategies used by other services to create its own uniquely powerful Discovery engine.
To create Discover Weekly, there are three main types of recommendation models that Spotify employs:
Collaborative Filtering models (i.e. the ones that Last.fm originally used), which work by analyzing your behavior and others’ behavior.
Natural Language Processing (NLP) models, which work by analyzing text.
Audio models, which work by analyzing the raw audio tracks themselves.
machinelearning  ai  nlp  algorithms  music  spotify  t 
2 days ago by paulbradshaw
The Spotify Model is No "Agile Nirvana"
At Spotify, management and the way the organization works supports teams and agile practices by growing people. But Spotify isn’t an "Agile Nirvana"; it’s hard…
IFTTT  via:Instapaper  spotify  devops  cloudnative  culture 
7 days ago by cote

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