Predicting User Session Intent with Multi-Task Learning [Netflix]

Episode 121 of the Snacks Weekly on Data Science podcast, hosted by Pan Wu, titled "Predicting User Session Intent with Multi-Task Learning [Netflix]" was published on January 19, 2026 and runs 10 minutes.

January 19, 2026 ·10m · Snacks Weekly on Data Science

Summary

In this episode, we explore how Netflix tackles the challenge of predicting user session intent by extending the capabilities of its foundation model with a hierarchical multi-task learning architecture. This approach helps Netflix better understand what users want in the moment and personalize the experience in real time, ultimately improving its recommendation system at scale.For more details, you can refer to their published tech blog, linked here for your reference: https://netflixtechblog.com/fm-intent-predicting-user-session-intent-with-hierarchical-multi-task-learning-94c75e18f4b8

Episode Description