MLOps training
Master MLOps practices tailored for building real-world churn prediction systems. This course covers essential topics like model deployment, CI/CD pipelines, comprehensive monitoring, effective incident response, and robust model governance. Equip yourself to deliver reliable, scalable machine learning products that meet business key performance indicators and operate seamlessly in production settings.
from 4 to 360h flexible workload
certificate valid in your country
What will I learn?
This MLOps course teaches you to design, package, deploy, and monitor reliable churn prediction models end-to-end. Gain hands-on skills in feature engineering, model selection, evaluation, building REST APIs, CI/CD pipelines, and automated validation. Master deployment strategies, observability tools, incident response plans, retraining methods, and governance practices to ensure models remain accurate, scalable, and ready for production environments.
Elevify advantages
Develop skills
- Develop production-ready churn models: build, evaluate, and interpret them efficiently.
- Achieve MLOps deployment expertise: deploy ML models securely using CI/CD, canary releases, and blue-green strategies.
- Implement monitoring and drift detection: monitor model performance with metrics, logs, and alerts.
- Package models and create APIs: containerise models and deliver predictions through REST endpoints.
- Create incident response playbooks: manage rollbacks, outages, and performance issues effectively.
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 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... thank you for everything you do, 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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