Data Science AI ML Course
Master real-world recommendation systems in this Data Science AI ML Course. Gain practical skills to engineer features, train and compare models, deploy to production, monitor drift and KPIs, and optimise e-commerce performance end-to-end for measurable business impact.

flexible workload of 4 to 360h
valid certificate in your country
What will I learn?
This Data Science AI ML Course provides practical, end-to-end skills to build and deploy high-performing recommendation and prediction models. You will learn to clean and explore interaction logs, engineer powerful user, item, and sequence features, train classical and deep ranking models, select appropriate metrics, conduct offline and online tests, and address drift, bias, fairness, and real-time serving constraints for real business results.
Elevify advantages
Develop skills
- Build production-ready recommenders from raw logs to ranked product lists.
- Engineer powerful user, item, and sequence features for e-commerce models.
- Train and tune ML ranking models from tree-based to deep two-tower nets.
- Evaluate and compare models using ROC AUC, ranking metrics, and A/B tests.
- Deploy, monitor, and retrain models with drift checks and business KPIs.
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 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 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 supplementary videos really help with learning.

Giulio CarloPrompt Engineering Student
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