MLA-C01

AWS Certified Machine Learning Engineer - Associate

Official Certification Preparation

Amazon Web Services
ASSOCIATE

AWS Certified Machine Learning Engineer - Associate

130 minutes
65 questions

Position yourself for in-demand technical ML roles

Prerequisites & Requirements

Before taking this exam, you should have:

  • At least 1 year of experience using Amazon SageMaker and other AWS services for ML engineering
  • At least 1 year of experience in a related role such as a backend software developer, DevOps developer, data engineer, or data scientist
  • Basic understanding of common ML algorithms and their use cases
  • Data engineering fundamentals, including knowledge of common data formats, ingestion, and transformation to work with ML data pipelines
  • Knowledge of querying and transforming data
  • Knowledge of software engineering best practices for modular, reusable code development, deployment, and debugging
  • Familiarity with provisioning and monitoring cloud and on-premises ML resources
  • Experience with CI/CD pipelines and infrastructure as code (IaC)
  • Experience with code repositories for version control and CI/CD pipelines
  • Knowledge of SageMaker capabilities and algorithms for model building and deployment
  • Knowledge of AWS data storage and processing services for preparing data for modeling
  • Familiarity with deploying applications and infrastructure on AWS
  • Knowledge of monitoring tools for logging and troubleshooting ML systems
  • Knowledge of AWS services for the automation and orchestration of CI/CD pipelines
  • Understanding of AWS security best practices for identity and access management, encryption, and data protection

Exam Domains

Focus areas and their weightings in the certification exam

Data Preparation for Machine Learning (ML)
28%
ML Model Development
26%
Deployment and Orchestration of ML Workflows
22%
ML Solution Monitoring, Maintenance, and Security
24%

Training Modes

Choose the practice mode that fits your learning style

Timed Mode

Simulate the real exam with time constraints

130 minutes

Review Mode

See explanations after each question

Self-paced

Section Based

Practice specific domains and tasks for targeted learning

4 domains

Need Improvement Mode

Focus on your weak areas with personalized practice questions

Focused learning

Certification Badge

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MLA-C01

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$39$19.99

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Exam Stats

Passing Score700/1000
Official Exam Cost$150