Machine Learning Engineering Course
This course equips learners with practical skills to build, deploy, and maintain production-grade machine learning systems focused on real-time fraud detection, emphasizing security, reliability, and observability.

from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
The Machine Learning Engineering Course teaches you how to design and deploy real-time fraud detection systems with secure, reliable, and observable ML services. Learn production-ready architectures, robust model serving APIs, CI/CD and rollout strategies, feature and data management for serving consistency, and strong security, privacy, and compliance practices to ship trustworthy models fast and with confidence.
Elevify advantages
Develop skills
- Secure ML pipelines: implement scanning, encryption, and least-privilege access.
- Production ML APIs: design resilient, versioned REST/gRPC model endpoints.
- Real-time features: build online feature stores with training-serving parity.
- CI/CD for models: ship with canary releases, rollbacks, and automated tests.
- ML observability: monitor drift, latency, and errors with actionable alerts.
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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