Associate • AWS Certifications
AWS Certified Machine Learning Engineer – Associate
Learn practical ML engineering workflows on AWS: data prep, training, deployment, and monitoring.
What you’ll learn
- ML lifecycle: data, training, evaluation, deployment
- Model monitoring and responsible ML practices
- Feature engineering and pipeline thinking
- Using AWS ML services in real workflows
Projects & practice
- Model deployment mini-lab
- ML monitoring scenario
Prerequisites
- Python basics
- ML fundamentals (helpful)
FAQs
FAQ
Do I need strong ML math?
Not for getting started—focus is practical ML engineering workflow.
FAQ
Is this different from ML Specialty?
Yes—this is associate level and more foundational in scope.