Two Types of Information Leakage In ML Systems

Two Types of Information Leakage In ML Systems

Top tech companies have been seeing so much business value being generated from ML that many of them went AI first years ago. But many smaller companies are still struggling to replicate similar gains in their own businesses....

Real World Recommendation System – Part 1

Real World Recommendation System – Part 1

Training a collaborative filtering based recommendation system on a toy dataset is a sophomore-year project in colleges these days. But where the rubber meets the road is building such a system at scale, deploying in production, and serving live requests within a few hundred milliseconds....

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