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
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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