Recommender System Course
This course provides a practical guide to building effective video recommendation systems, covering user behavior tracking, feature engineering, scalable model development, evaluation metrics, and production deployment to enhance user engagement and retention.

from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
This course shows you a quick and useful way to create strong video recommendations. You will learn to track user actions such as watching videos, liking them, time spent viewing, and searching. You will create strong features, manage missing data, build systems that can grow big, pick good methods, adjust measures for testing, and do proper A/B tests to increase user interest, keep them coming back, and make sessions longer in actual products.
Elevify advantages
Develop skills
- Design video recommenders: change user actions into strong suggestions.
- Engineer signals: turn rough records into clean, weighted features for engagement.
- Build and tune models: use CF, content-based, and hybrid recommenders quickly.
- Evaluate systems: apply MAP, NDCG, and A/B tests to improve CTR and watch time.
- Ship to production: create growing pipelines, retraining, and ways to handle new items.
Suggested summary
Before starting, you can change the chapters and the workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.What our students say
Your classes are perfect. I purchased the one-year package and finally have the chance to follow several topics I'm interested in without having to switch platforms... I appreciate everything you do, I've already recommended you to others...

Giulio CarloDigital Marketing Student
I like how the lessons are straight to the point and how I can switch chapters and skip content I don't need.

Mariana FerresPhotography Student
I like the content and the way the videos are presented and transcribed, which speeds up the process!

Luciana AlvarengaNail Design Student
The platform is fast and easy to use. The variety of content and the extra videos really help with learning.

Giulio CarloPrompt Engineering Student
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