AWS Machine Learning Course
This course provides hands-on experience in building, deploying, and managing machine learning solutions for churn prediction on AWS using SageMaker, covering the full pipeline from data preparation to production monitoring.

flexible workload from 4 to 360h
valid certificate in your country
What will I learn?
The AWS Machine Learning Course teaches you how to build a full churn prediction solution using SageMaker, starting from choosing datasets and setting labels, to feature engineering, data processing, and organising S3 storage. You will learn to train and fine-tune XGBoost models, automate pipelines, monitor for drift, handle security and governance, and deploy scalable, reliable endpoints that boost retention and revenue.
Elevify advantages
Develop skills
- Design churn ML pipelines on AWS: from raw S3 data to live SageMaker endpoints.
- Engineer high-impact churn features quickly 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 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 extra videos really help with learning.

Giulio CarloPrompt Engineering Student
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