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 purchased the one-year package and finally have the opportunity to follow various topics of my interest without needing to change platforms... I thank you for everything you do, I've already recommended you to other people...
Giulio CarloDigital Marketing Student
I like how the lessons are straight to the point and how I can change chapters and skip content that I don't need.
Mariana FerresPhotography Student
I like the content and the way of presentation and video transcription, which speeds up the process!
Luciana AlvarengaNail Design Student
The platform is fast, simple to use. The diversity of content and complementary videos help a lot in learning.
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