Data Science Engineering Course
Master real-world data science engineering: frame business problems, build robust pipelines, engineer features, handle sensor faults, deploy and monitor models, and optimise performance for production-ready, high-impact technology solutions. This course equips you with practical skills to create reliable ML models that deliver business value in live environments.

flexible workload of 4 to 360h
valid certificate in your country
What will I learn?
This practical Data Science Engineering Course teaches framing ML problems, defining KPIs, respecting real-world constraints, feature engineering, time-aware validation, class imbalance handling, interpretability, robust pipelines, sensor data quality management, automated training, and monitoring for stable deployments. Gain hands-on expertise for high-impact ML solutions.
Elevify advantages
Develop skills
- Production ML design: frame KPIs, constraints, and targets for real systems.
- Robust data pipelines: validate schemas, handle drift, and clean sensor streams.
- Advanced feature engineering: build temporal, rolling, and cross-machine signals.
- Model training & evaluation: tune GBMs/logistic models with business metrics.
- MLOps automation: deploy, monitor, retrain, and rollback models with confidence.
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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