Official course for the ML Engineer Associate certification. Covers data preparation, training, deployment, monitoring, and MLOps with SageMaker and Bedrock.
ML and data engineers operationalizing models on AWS.
To get the most from this course, we recommend prior mastery of the fundamentals covered in SAA-C03 (AWS Certified Solutions Architect — Associate) or equivalent knowledge acquired through professional experience or self-study. Holding the previous certification is not required — what matters is mastering the topics below:
In this module of MLA-C01 — AWS Certified Machine Learning Engineer — Associate, you deepen data preparation for ml within the AWS ecosystem, with practical focus on the topics required by the official MLA-C01 blueprint. Content combines theoretical fundamentals, instructor-led demonstrations and lab exercises to consolidate Feature Store, Data Wrangler, S3.
Topics covered
In this module of MLA-C01 — AWS Certified Machine Learning Engineer — Associate, you deepen model development within the AWS ecosystem, with practical focus on the topics required by the official MLA-C01 blueprint. Content combines theoretical fundamentals, instructor-led demonstrations and lab exercises to consolidate Training jobs, Hyperparameter tuning.
Topics covered
In this module of MLA-C01 — AWS Certified Machine Learning Engineer — Associate, you deepen deployment & orchestration within the AWS ecosystem, with practical focus on the topics required by the official MLA-C01 blueprint. Content combines theoretical fundamentals, instructor-led demonstrations and lab exercises to consolidate Real-time endpoints, Batch transform, Pipelines.
Topics covered
In this module of MLA-C01 — AWS Certified Machine Learning Engineer — Associate, you deepen ml solution monitoring within the AWS ecosystem, with practical focus on the topics required by the official MLA-C01 blueprint. Content combines theoretical fundamentals, instructor-led demonstrations and lab exercises to consolidate Model Monitor, Clarify, Bias detection.
Topics covered
| Status | Date | Modality | Hours | Contact |
|---|---|---|---|---|
| Confirmed | Nov 02, 2026 | Online live | 32h |
