MMDS 2014 Talk - Distributing ML Algorithms: from GPUs to the Cloud
Recommender Systems (Machine Learning Summer School 2014 @ CMU)
Qcon SF 2013 - Machine Learning & Recommender Systems @ Netflix Scale
Recsys 2014 Tutorial - The Recommender Problem Revisited
Kdd 2014 Tutorial - the recommender problem revisited
Cikm 2013 - Beyond Data From User Information to Business Value
Netflix Recommendations - Beyond the 5 Stars
Building Large-scale Real-world Recommender Systems - Recsys2012 tutorial
The Science and the Magic of User Feedback for Recommender Systems
Media, data, context... and the Holy Grail of User Taste Prediction
The Beauty of Computing with People
Being Social
Time-dependand Recommendation based on Implicit Feedback
User-driven Approaches to Recsys
Rate it Again
Software Frameworks for Music Information Retrieval
Free Software for Free Sound
The Allosphere
10 Lessons Learned from Building Machine Learning Systems
Lean DevOps - Lessons Learned from Innovation-driven Companies
