MLOps training
Master MLOps for building production-ready churn prediction systems. Learn to deploy models via CI/CD, monitor with metrics and alerts, handle incidents with runbooks, package into containers and APIs, detect drift, and ensure governance so your ML solutions stay accurate, scalable, and aligned with business goals in live environments.
from 4 to 360h flexible workload
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, 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: build, evaluate, and interpret them efficiently.
- Master MLOps deployments: deliver ML 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: containerise 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 say
As suas aulas são perfeitas. Adquiri o pacote de um ano e, finalmente, tenho a oportunidade de acompanhar diversos temas do meu interesse sem precisar mudar de plataforma... agradeço por tudo o que fazem, já recomendei vocês a outras pessoas...
Giulio CarloAluno de Marketing Digital
Eu gosto de como as lições são direto ao ponto e como eu consigo alterar capítulos e pular conteúdos que não preciso.
Mariana FerresAluna de Fotografia
Gosto do conteúdo e do modo de apresentação e transcrição de vídeos, o que acelera o processo!
Luciana AlvarengaAluna de Design de Unhas
A plataforma é rápida, simples de usar. A diversidade de conteúdo e os vídeos complementares ajudam muito no aprendizado.
Giulio CarloAluno de Engenharia de Prompt
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