MLA-C02 · AssociateBeta
AWS Certified Machine Learning Engineer – Associate
Validates the ability to build, operationalize, deploy, and maintain machine learning and generative AI solutions on AWS, from data preparation to monitoring and security.
Beta: This exam's tutorials and questions are new and still being reviewed. Spot a mistake? Tell us here, or report it from the question itself after you answer it.
Exam domains
Share of scored content in each domain, from the official exam guide.
- Domain 1: Data Preparation for ML and AI 28%
- Domain 2: ML Model and Foundation Model (FM) Development 24%
- Domain 3: Deployment and Orchestration of ML and AI Workflows 24%
- Domain 4: Operating, Monitoring, and Securing ML and AI Solutions 24%
Exam format
- Questions
- 65 (50 scored, 15 unscored and unidentified)
- Duration
- 170 minutes
- Question types
- Multiple choice, Multiple response
- Passing score
- 720 on a scaled score of 100–1,000
Original practice questions with explanations, by domain, by service, or at random.
Study guide
Tutorials grouped by the categories of the official list of in-scope services. Open a category to see its services.
Analytics 12 tutorials
- Amazon Athena 6 min read
- Amazon Data Firehose 7 min read
- Amazon EMR 6 min read
- AWS Glue 8 min read
- AWS Glue DataBrew 3 min read
- AWS Glue Data Quality 3 min read
- Amazon Kinesis Data Streams 7 min read
- AWS Lake Formation 5 min read
- Amazon Managed Service for Apache Flink 3 min read
- Amazon OpenSearch Service 7 min read
- Amazon Quick (Quick Sight) 4 min read
- Amazon Redshift 7 min read
Application Integration 5 tutorials
Cloud Financial Management 3 tutorials
Compute 3 tutorials
Containers 3 tutorials
Database 5 tutorials
Developer Tools 8 tutorials
Machine Learning and Artificial Intelligence 18 tutorials
- Amazon Bedrock 10 min read
- Amazon Bedrock AgentCore 6 min read
- Amazon CodeGuru 2 min read
- Amazon Comprehend 5 min read
- Amazon Comprehend Medical 2 min read
- Amazon DevOps Guru 2 min read
- AWS HealthLake 2 min read
- Amazon Lex 4 min read
- Amazon Personalize 3 min read
- Amazon Polly 3 min read
- Amazon Rekognition 5 min read
- Amazon SageMaker AI 7 min read
- Amazon Textract 4 min read
- Amazon Transcribe 4 min read
- Amazon Translate 3 min read
Management and Governance 10 tutorials
Media 1 tutorial
Migration and Transfer 1 tutorial
Networking and Content Delivery 4 tutorials
Security, Identity, and Compliance 5 tutorials
How to study for this exam
Sources
Official exam information was last checked on , and the list of in-scope services on . Exam details can change, so confirm them on the official pages before booking.