The AWS Certified Machine Learning Engineer – Associate (MLA C01) certification validates a professional’s ability to build, deploy and maintain machine learning models on AWS. According to exam preparation guidance, this credential demonstrates technical competence in implementing machine learning workloads in production environments and operationalizing them.

Candidates must be able to ingest and prepare data, select and tune models, deploy and orchestrate ML workflows, and monitor and secure ML solutions. Exam domains include data preparation for machine learning, ML model development, deployment and orchestration of ML workflows, and ML solution monitoring, maintenance and security.