Machine Learning Engineer Course
This course equips aspiring Machine Learning Engineers with hands-on skills to build, deploy, and maintain scalable ML systems in production environments, focusing on data pipelines, feature engineering, training reproducibility, model serving, and monitoring.
from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
The Machine Learning Engineer Course provides a practical guide for creating reliable, real-time recommendation systems. You will set business goals, plan data intake and storage, develop strong features, and set up solid training processes. Learn about serving setups, deployment methods, monitoring, and automatic upkeep to keep your models precise, expandable, and simple to manage in live environments.
Elevify advantages
Develop skills
- Design ML data pipelines: create strong batch and streaming data intake processes.
- Engineer production features: plan, calculate, and deliver real-time feature collections.
- Build reproducible training: track versions of data, code, and models using current MLOps practices.
- Deploy and scale models: plan quick-response, error-resistant serving structures.
- Monitor ML in production: follow data shifts, key performance indicators, and set up automatic retraining starts.
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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