Staging environment
Free Lesson

Kickstart Your Recommender System

60 min
Feb 6, 2026 12:00 PM
Virtual (Zoom)

In this video

What you'll learn

Understand the core building blocks of a recommender system

and how metrics connect them.

Use metrics to guide recommender system design

and shape architecture and engineering decisions

Build a metrics stack that reflects your product goal

and move from vague objectives to concrete levers you can pull.

Why this topic matters

In modern recommender systems, metrics are at the steering wheel, not just the dashboard. If you don’t choose them deliberately, a single metric will quietly take over and push your system into behaviors you never intended. This session starts from recommender first principles, then shows the first step to designing your system with a metrics-first approach.

You'll learn from

Katerina Zanos

Katerina Zanos

Principal Machine Learning Engineer, Disney+/ESPN at The Walt Disney Company

Meta
The Walt Disney Company
The New York Times
Facebook
ESPN
See all products from Katerina Zanos