Fei's Miscellaneous Talks

Jun 12, 2026 · Artificial Intelligence

Online Decision-Making vs. Offline Learning in Recommendation System Architecture

This article outlines the industrial‑grade offline architecture of a recommendation system, detailing how online services handle real‑time decisions while a comprehensive offline pipeline processes data, builds user profiles, extracts features, and trains models to continuously improve personalization.