AWS Certified Machine Learning Engineer - Associate (CMLEA)

AWS Certified Machine Learning Engineer - Associate validates technical ability to implement ML workloads in production and operationalizing them. Boost your career profile and credibility, and position yourself for in-demand machine learning job roles. Be among the first to earn this new certification when registration opens on August 13, 2024.

Recommended training for this certification

AWS does not require you to take any specific AWS training as part of your exam prep.

Recommended:

  • Standard Exam Prep Plan: AWS Certified Machine Learning Engineer - Associate (MLA-C01): includes only free resources.
  • Enhanced Exam Prep Plan: AWS Certified Machine Learning Engineer - Associate (MLA-C01): includes free resources. Additional AWS Skill Builder subscriber content, like AWS Builder Labs, game-based learning, Official Pretests, and more exam-style questions coming August 13, 2024.

Exams

Beta exam overview:

  • Category: Associate
  • Exam duration: 170 minutes
  • Exam format: 85 questions
  • Cost: 75 USD/10,000 JPY.
  • Intended candidate: Individuals with at least 1 year of experience using Amazon SageMaker and other ML engineering AWS services
  • Candidate role examples: backend software developer, DevOps engineer, data engineer, MLOps engineer, and data scientist
  • Testing options: Pearson VUE testing center or online proctored exam
  • Languages offered: English, Japanese

The exam includes these topics:

  • Data preparation for ML models
  • Feature engineering
  • Model training
  • Model performance and metrics
  • Model integration and deployment
  • Performance and cost optimization
  • Security

Full details will be available on August 13th.