AI Recommendation Systems Development Course
Master practical AI recommendation systems for streaming and rating platforms. Gain skills in data preparation, building baselines, using ranking metrics, personalising recommendations, deploying to production, and mitigating bias to create scalable, high-impact recommenders for technology products.
flexible workload of 4 to 360h
valid certificate in your country
What will I learn?
This course teaches designing, evaluating, and deploying effective AI recommenders for real products using real-world data. You will build baselines, develop personalised algorithms, master ranking metrics, and address challenges like bias, cold starts, monitoring, retraining, and documentation to ensure models are reliable, scalable, and business-aligned.
Elevify advantages
Develop skills
- Build recommendation datasets by cleaning, sessionizing, and extracting implicit feedback.
- Implement strong baselines including popularity, contextual, and randomized recommenders.
- Design robust evaluations with time-based splits, ranking metrics, and significance tests.
- Train modern recommenders like MF, neighborhood, sequential, and neural hybrid models.
- Ship production-ready recsys covering serving, monitoring, retraining, and bias mitigation.
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 opportunity to follow various topics of my interest without needing to change platforms... I thank you for everything you do, I've already recommended you to other people...
Giulio CarloDigital Marketing Student
I like how the lessons are straight to the point and how I can change chapters and skip content that I don't need.
Mariana FerresPhotography Student
I like the content and the way of presentation and video transcription, which speeds up the process!
Luciana AlvarengaNail Design Student
The platform is fast, simple to use. The diversity of content and complementary videos help a lot in learning.
André FelipePrompt Engineering Student
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