AWS Certified Machine Learning Engineer – Associate MLA-C01

AWS Certified Machine Learning Engineer – Associate (MLA-C01)

The AWS Certified Machine Learning Engineer – Associate certification validates your ability to build, deploy, and manage machine learning (ML) models and end-to-end ML pipelines on AWS. The exam confirms hands-on competence across the full ML workflow: data preparation and transformation, algorithm selection, training and tuning, model performance evaluation, versioning, and deployment.

You’re also assessed on your ability to provision and scale AWS infrastructure for ML workloads, implement CI/CD for ML operations, monitor models and resources in production, and secure ML systems through access controls and cloud security best practices. Earning this certification strengthens your professional profile and increases eligibility for high-value ML roles.

Career Paths This Certification Supports

• Backend Software Developer

• DevOps Engineer

• Data Engineer

• MLOps Engineer

• Data Scientist

Prerequisites (Recommended)

• At least 1 year of practical experience using Amazon SageMaker and related AWS ML services.

• 1+ year working in a relevant technical role (backend development, DevOps, data engineering, or data science).

Skills You’ll Build & Validate

• Develop and operationalize ML pipelines on AWS

• Prepare, transform, and manage training data at scale

• Select, train, tune, and evaluate ML models

• Deploy, version, and monitor models in production environments

• Configure auto-scaling and CI/CD workflows for ML workloads

• Apply security, access control, and governance best practices for ML systems

Exam Information

• Exam Code: MLA-C01

• Level: Associate

• Duration: 130 minutes

• Questions: 65 (multiple choice & multiple response)

• Testing Options: Pearson VUE testing center or online proctored

• Languages Offered: English, Japanese, Korean, Simplified Chinese

Voucher Details

• Voucher delivered by email; covers full exam fee.

• Valid only in the country where purchased.

• Must be redeemed and the exam taken before the voucher expiration date (typically 6–10 months).

• Single-use; one individual, one exam attempt or discount.

Make certification more affordable: Purchase an authorized discounted AWS Certified Machine Learning Engineer – Associate exam voucher to reduce your exam cost and invest more in training, labs, or practice exams. Get yours and book your test with confidence.