MLOps training
Master MLOps practices for building and managing churn prediction systems in production. Learn to deploy models using CI/CD pipelines, implement monitoring for drift detection, create incident response playbooks, package models into APIs, and ensure governance so your ML solutions remain accurate, scalable, and aligned with business goals throughout their lifecycle.
flexible workload of 4 to 360h
valid certificate 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, automated validation, deployment strategies, observability, incident management, retraining, and governance for scalable production models.
Elevify advantages
Develop skills
- Develop production-ready churn models with quick building, evaluation, and explanation.
- Master MLOps deployment using CI/CD, canary releases, and blue-green strategies safely.
- Implement monitoring and drift detection with metrics, logs, and alerts for ML health.
- Package models in containers and serve predictions through REST APIs.
- Create incident response playbooks for rollbacks, outages, and performance issues.
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
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