ML Engineering Course
This course equips you with practical skills to build, deploy, and maintain production-ready machine learning systems, focusing on real-time recommendation engines and scalable MLOps practices.

from 4 to 360h flexible workload
certificate valid in your country
What will I learn?
The ML Engineering Course teaches you how to build real-time recommendation systems from start to finish. Learn data collection, schema design, feature stores, and scalable storage, then progress to feature engineering, training pipelines, and model selection. You also master serving architectures, monitoring, experimentation, and cost optimisation so you can deliver reliable, high-impact ML products quickly and confidently.
Elevify advantages
Develop skills
- Production ML pipelines: design robust data, feature, and training workflows fast.
- Real-time recommenders: build low-latency, scalable ranking and retrieval APIs.
- Feature engineering at scale: create batch and streaming features for impact.
- ML deployment & MLOps: ship, version, and roll back models with confidence.
- Monitoring ML systems: track drift, KPIs, and reliability in live environments.
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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Course in PDF