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Recommender System Course

Recommender System Course
flexible workload of 4 to 360h
valid certificate in your country

What will I learn?

This Recommender Systems Course offers a quick, practical way to build effective video recommendations. You will learn to capture user behaviour signals such as views, likes, watch time, and searches, engineer strong features, and manage sparsity. You will design scalable pipelines, select suitable algorithms, fine-tune offline metrics, and conduct reliable A/B tests to improve engagement, retention, and session duration in actual products.

Elevify advantages

Develop skills

  • Design video recommenders: transform user behaviour into impactful suggestions.
  • Engineer signals: convert raw logs into clean, weighted engagement features.
  • Build and tune models: apply CF, content-based, and hybrid recommenders quickly.
  • Evaluate systems: use MAP, NDCG, and A/B tests to enhance CTR and watch time.
  • Ship to production: design scalable pipelines, retraining, and cold-start flows.

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.
Workload: between 4 and 360 hours

What our students say

Your classes are perfect. I got 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 Carlo
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 Ferres
Mariana FerresPhotography Student
I like the content and the way the videos are presented and transcribed, which speeds up the process!
Luciana Alvarenga
Luciana AlvarengaNail Design Student
The platform is fast and easy to use. The variety of content and the supplementary videos really help with learning.
Giulio Carlo
Giulio CarloPrompt Engineering Student

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