Real World Recommendation Systems – Part 3 (Modeling)

Real World Recommendation Systems – Part 3 (Modeling)

This is the third and the last post in a series about the architecture of real-world recommendation systems developed at FAANG and other top tech companies. The first post covered the serving side, and the second post covered feature logging and training data generation....

Real World Recommendation Systems – Part 2 (Training Data Generation)

Real World Recommendation Systems – Part 2 (Training Data Generation)

This is the second post in a series about the architecture of real-world recommendation systems developed at FAANG and other top tech companies....

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....

We publish high-quality technical content on all things machine learning.

Subscribe to our blog to get updates delivered right to your inbox.

Please wait...
Please check your inbox and click the link
Please enter a valid email address!