Data Science AI ML Course
This course equips learners with hands-on expertise in developing and deploying recommendation and prediction models using data science, AI, and machine learning techniques, covering the full pipeline from data preparation to production deployment while addressing key challenges like bias and drift.
from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
The Data Science AI ML Course gives you practical, end-to-end skills to build and deploy high-performing recommendation and prediction models. Learn to clean and explore interaction logs, engineer powerful user, item, and sequence features, train classical and deep ranking models, choose the right metrics, and run offline and online tests, while handling drift, bias, fairness, and real-time serving constraints for measurable business impact.
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 with ROC AUC, ranking metrics, and A/B-style tests.
- Deploy, monitor, and retrain models with drift checks and business KPIs.
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 really help with learning.
André FelipePrompt Engineering Student
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