AWS Machine Learning Course
Master AWS Machine Learning for real-world churn prediction. Learn SageMaker pipelines, data processing, model training, MLOps, and secure deployment to build scalable, production-ready ML solutions that drive retention and revenue in tech businesses. This course equips you with practical skills to implement end-to-end ML workflows on AWS.

flexible workload of 4 to 360h
valid certificate in your country
What will I learn?
The AWS Machine Learning Course teaches building a complete churn prediction solution using SageMaker, covering dataset selection, label definition, feature engineering, data processing, S3 organisation, XGBoost model training and tuning, pipeline automation, drift monitoring, security management, governance, and deployment of scalable endpoints for retention and revenue impact.
Elevify advantages
Develop skills
- Design churn ML pipelines on AWS from raw S3 data to live SageMaker endpoints.
- Engineer high-impact churn features fast with SageMaker Processing and Feature Store.
- Configure, train, and tune XGBoost churn models using SageMaker training jobs.
- Automate MLOps pipelines, model registry, monitoring, and retraining on AWS.
- Secure and govern ML workloads with IAM, encryption, drift checks, and audit trails.
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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