MLOps training
Master MLOps practices for building and maintaining churn prediction systems in production. Learn to deploy models via CI/CD, implement monitoring and drift detection, create robust APIs, handle incidents with runbooks, and ensure governance so your ML solutions remain accurate, scalable, and aligned with business goals throughout their lifecycle.
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, REST API development, CI/CD pipelines, automated validation, deployment strategies, observability, incident management, retraining, and governance for scalable, production-ready ML systems.
Elevify advantages
Develop skills
- Develop production-ready churn models: build, evaluate, and interpret them efficiently.
- Master MLOps deployments: deliver ML models using CI/CD, canary releases, and blue-green strategies.
- Implement monitoring and drift detection: use metrics, logs, and alerts to maintain model health.
- Package models and build APIs: containerize models and expose 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 the workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.What our students are saying
Your classes are perfect. I purchased the one-year package and finally have the opportunity to follow various topics of interest without needing to switch 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 I don't need.
Mariana FerresPhotography Student
I like the content and the presentation style 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 really help with learning.
André FelipePrompt Engineering Student
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