AWS Certified Machine Learning Engineer – Associate Prep
Data preparation for ML, model development, deployment and orchestration of ML workflows, and monitoring, maintenance and security of ML solutions with SageMaker AI.
- Courses
- 6
- Ready now
- 0
This program follows the structure of a complete preparation course for the AWS Certified Machine Learning Engineer – Associate exam (MLA-C01, with the MLA-C02 update due in January 2027), following the current AWS exam guide. Each course is free and earns a certificate of completion; courses marked "In development" show their planned lessons and open as they are written.
1. Start here
| Code | Course | Status |
|---|---|---|
| AWS-111 | AI and Machine Learning Fundamentals on AWS | In development |
2. Build the knowledge
| Code | Course | Status |
|---|---|---|
| AWS-250 | Data Preparation for Machine Learning on AWS | In development |
| AWS-251 | Model Development with Amazon SageMaker AI | In development |
| AWS-252 | ML Deployment, Orchestration and MLOps | In development |
| AWS-253 | Monitoring, Maintaining and Securing ML Solutions | In development |
3. Get exam-ready
| Code | Course | Status |
|---|---|---|
| AWS-259 | Machine Learning Engineer – Associate Exam Readiness | In development |