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 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
FAQ
Who is Elevify? How does it work?
Do the courses have certificates?
Are the courses free?
What is the course workload?
What are the courses like?
How do the courses work?
What is the duration of the courses?
What is the cost or price of the courses?
What is an EAD or online course and how does it work?
PDF Course