Oscar Celma

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Oscar Celma

Death by PowerPoint

Culture

The Real Life Social Network v2

Music Recommendation Tutorial

Runaway complexity in Big Data... and a plan to stop it

Secrets of Simplicity: rules for being simple and usable (Giles Colborne)

Collaborative Filtering at Spotify

So you want to do a startup, eh?

Recommender Systems

Finding a Path Through the Juke Box: The Playlist Tutorial

Learning to Rank for Recommender Systems - ACM RecSys 2013 tutorial

Music recommendations @ MLConf 2014

Combining Social Music and Semantic Web for music-related recommender systems

Recommendation at Netflix Scale

Approximate nearest neighbor methods and vector models – NYC ML meetup

Statistical Learning and Text Classification with NLTK and scikit-learn

Help! My iPod thinks I'm emo.

Introduction to Matrix Factorization Methods Collaborative Filtering

Spotify: P2P music streaming

Media, data, context... and the Holy Grail of User Taste Prediction