Machine Learning Engineer Course
This course equips you with practical skills to build production-ready machine learning systems. Learn to design data pipelines, engineer features, deploy scalable models, monitor performance, handle drift, and ensure reliability. Perfect for tech professionals aiming to deliver robust ML solutions in real-world environments.

flexible workload of 4 to 360h
valid certificate in your country
What will I learn?
Gain hands-on expertise in creating reliable recommendation systems. Master defining business goals, data ingestion, feature engineering, training pipelines, serving architectures, deployment, monitoring, and automated maintenance for scalable, accurate ML models in production.
Elevify advantages
Develop skills
- Design ML data pipelines for batch and streaming data ingestion.
- Engineer production features for real-time computation and serving.
- Build reproducible training pipelines using modern MLOps practices.
- Deploy scalable models with low-latency serving architectures.
- Monitor production ML systems for drift and automate retraining.
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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