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Music
Recommendations
At Spotify
Emily	
  Samuels	
  
@emilymsa	
  
Word2Vec
Words	
  with	
  similar	
  contexts	
  have	
  similar	
  meaning	
  
	
  
Annoy
Approximate	
  Nearest	
  	
  
Neighbors	
  
	
  
Spotify’s Free
Software Projects
http://
spotify.github.io/
We Are
Hiring!
Questions
Emily	
  Samuels	
  
@emilymsa	
  
Music Recommendations at Spotify
Music Recommendations at Spotify
Music Recommendations at Spotify
Music Recommendations at Spotify
Music Recommendations at Spotify
Music Recommendations at Spotify
Music Recommendations at Spotify
Music Recommendations at Spotify
Music Recommendations at Spotify
Music Recommendations at Spotify
Music Recommendations at Spotify
Music Recommendations at Spotify
Music Recommendations at Spotify
Music Recommendations at Spotify
Music Recommendations at Spotify
Music Recommendations at Spotify
Music Recommendations at Spotify
Music Recommendations at Spotify
Music Recommendations at Spotify
Music Recommendations at Spotify
Music Recommendations at Spotify
Music Recommendations at Spotify
Music Recommendations at Spotify
Music Recommendations at Spotify
Music Recommendations at Spotify
Music Recommendations at Spotify
Music Recommendations at Spotify
Music Recommendations at Spotify
Music Recommendations at Spotify
Music Recommendations at Spotify
Music Recommendations at Spotify
Music Recommendations at Spotify
Music Recommendations at Spotify
Music Recommendations at Spotify
Music Recommendations at Spotify
Music Recommendations at Spotify
Music Recommendations at Spotify
Music Recommendations at Spotify
Music Recommendations at Spotify
Music Recommendations at Spotify
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Music Recommendations at Spotify

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An overview of how we generate music recommendations at Spotify.

Published in: Technology
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Music Recommendations at Spotify

  1. 1. Music Recommendations At Spotify Emily  Samuels   @emilymsa  
  2. 2. Word2Vec Words  with  similar  contexts  have  similar  meaning    
  3. 3. Annoy Approximate  Nearest     Neighbors    
  4. 4. Spotify’s Free Software Projects http:// spotify.github.io/
  5. 5. We Are Hiring!
  6. 6. Questions Emily  Samuels   @emilymsa  

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