MLOps training
Master MLOps for building real-world churn prediction systems. The course covers end-to-end model development, deployment via CI/CD pipelines, monitoring for drift and health, incident response strategies, and governance practices. Ensure your ML models are reliable, scalable, aligned with business goals, and perform consistently in production environments.
from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
This MLOps course teaches designing, packaging, deploying, and monitoring reliable churn prediction models end-to-end. Gain skills in feature engineering, model selection, evaluation, REST APIs, CI/CD pipelines, automated validation, deployment patterns, observability, incident runbooks, retraining, and governance for accurate, scalable production models.
Elevify advantages
Develop skills
- Develop production-ready churn models: build, evaluate, and interpret them efficiently.
- Master MLOps deployment: deliver ML models safely 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 create APIs: containerize models and provide 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 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 switch chapters and skip content I don't need.
Mariana FerresPhotography Student
I like the content and the way videos are presented and transcribed, 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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