Ans. The AWS Certified Machine Learning Engineer – Associate (MLA-C01) certification evaluates the candidate's skills in developing, deploying, and managing machine learning models and pipelines on the AWS Cloud. It also assesses abilities in provisioning infrastructure, applying auto-scaling, configuring CI/CD pipelines, monitoring, and securing ML systems using best practices and access controls.