MLOps training
Master MLOps for building real churn prediction systems. Learn deployment, CI/CD pipelines, monitoring, incident response, and model governance to deliver reliable, scalable machine learning products that meet business goals and perform well in production environments. This course equips you with hands-on skills to take models from development to live operations smoothly.

flexible workload of 4 to 360h
valid certificate in your country
What will I learn?
This MLOps Training teaches you to design, package, deploy, and monitor strong churn prediction models from start to finish. You will learn practical feature engineering, model selection, and evaluation, then create reliable REST APIs, CI/CD pipelines, and automated validation. Gain expertise in deployment patterns, observability, incident runbooks, retraining strategies, and governance to keep models accurate, scalable, and ready for production.
Elevify advantages
Develop skills
- Production-ready churn modelling: build, evaluate, and explain churn models quickly.
- MLOps deployment skills: deploy ML models using CI/CD, canary releases, and blue-green strategies safely.
- Monitoring and drift detection: monitor ML system health with metrics, logs, and alerts.
- Model packaging and APIs: containerise models and deliver predictions through REST APIs.
- Incident response playbooks: manage rollbacks, outages, and performance issues effectively.
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 workloadWhat our students say
Your lessons 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, and I've already recommended you to others...

Giulio CarloDigital Marketing Student
I like how the lessons get 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 extra videos really help with learning.

Giulio CarloPrompt Engineering Student
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