AI Recommendation Systems Development Course
Master practical AI recommendation systems for streaming and rating platforms in Kenya's tech scene. Gain skills in data preparation, building baselines, using ranking metrics, personalising recommendations, deploying to production, and tackling bias to create scalable, high-impact recommenders for real products.
from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
This course teaches you to design, evaluate, and deploy effective AI recommenders for actual products using real datasets. You'll build baselines, create personalised algorithms, master ranking metrics, and address challenges like bias, cold starts, monitoring, retraining, and documentation to ensure models are reliable, scalable, and meet business needs.
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 workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.What our students say
Your lessons 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 I don't need.
Mariana FerresPhotography Student
I like the content and the way videos are presented and transcribed, 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 with learning.
André FelipePrompt Engineering Student
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