MLOps training
Master MLOps practices tailored for building real-world churn prediction systems. This course covers essential topics like model deployment, CI/CD pipelines, comprehensive monitoring, effective incident response, and robust model governance. Equip yourself to deliver reliable, scalable machine learning products that meet business key performance indicators and operate seamlessly in live production settings.
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, building REST APIs, CI/CD pipelines, and automated validation. Master deployment strategies, observability tools, incident response plans, retraining methods, and governance practices to ensure models remain accurate, scalable, and ready for production environments.
Elevify advantages
Develop skills
- Develop production-ready churn models: build, evaluate, and interpret them efficiently.
- Master MLOps deployment: deliver 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: containerise 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 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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