ML Engineering Course
Gain expertise in practical ML engineering by designing data pipelines, creating feature stores, training and deploying recommendation models, scaling low-latency systems, implementing strong monitoring, optimising costs, and using production-ready architectures ideal for contemporary tech teams. This course equips you to handle end-to-end ML workflows confidently.
flexible workload of 4 to 360h
valid certificate in your country
What will I learn?
This ML Engineering Course teaches building complete real-time recommendation systems. You will cover data collection, schema design, feature stores, scalable storage, feature engineering, training pipelines, model selection, serving architectures, monitoring, experimentation, and cost optimisation to deliver reliable ML products swiftly.
Elevify advantages
Develop skills
- Design robust production ML pipelines for data, features, and training efficiently.
- Build scalable real-time recommenders with low-latency ranking and retrieval APIs.
- Engineer features at scale using batch and streaming methods for maximum impact.
- Deploy ML models with MLOps practices including versioning and rollbacks securely.
- Monitor ML systems effectively tracking drift, KPIs, and reliability in production.
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
Your classes are perfect. I got the one-year package and finally have the chance to follow several topics I'm interested in without having to switch platforms... I appreciate everything you do, I've already recommended you to others...
Giulio CarloDigital Marketing Student
I like how the lessons are straight to the point and how I can switch chapters and skip content I don't need.
Mariana FerresPhotography Student
I like the content and the way the videos are presented and transcribed, which speeds up the process!
Luciana AlvarengaNail Design Student
The platform is fast and easy to use. The variety of content and the supplementary videos really help with learning.
Giulio CarloPrompt Engineering Student
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