ML Ops Course
This course equips learners with essential MLOps skills to deploy, monitor, and maintain machine learning models in production environments, ensuring reliability, security, and efficiency.

from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
This ML Ops Course teaches you how to deploy models from notebooks to reliable production swiftly and securely. You will cover canary and blue-green releases, quick rollback, CI/CD for models, containerisation, Kubernetes serving, and secure setup. The course includes experiment tracking, versioning, monitoring, drift detection, and practical on-call runbooks to keep your ML systems stable and performing well.
Elevify advantages
Develop skills
- Production ML releases: deploy models using canary, blue-green, and quick rollback.
- Reproducible ML training: version data, code, and models for audit-ready runs.
- Containerised ML serving: build efficient Docker images and deploy to Kubernetes securely.
- CI/CD for ML models: automate tests, security scans, and zero-downtime rollouts.
- ML monitoring & on-call: detect drift, debug incidents, and run reliable churn models.
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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