Skip to content

In-Scope AWS Services

The following list contains AWS services and features that are in scope for the AWS Certified Machine Learning Engineer - Associate (MLA-C01) exam. This list is non-exhaustive and is subject to change. AWS offerings appear in categories that align with the offerings' primary functions.

Topics

Analytics

  • Amazon Athena
  • Amazon Data Firehose
  • Amazon EMR
  • AWS Glue
  • AWS Glue DataBrew
  • AWS Glue Data Quality
  • Amazon Kinesis
  • AWS Lake Formation
  • Amazon Managed Service for Apache Flink
  • Amazon OpenSearch Service
  • Amazon Quick
  • Amazon Redshift

Application Integration

  • Amazon EventBridge
  • Amazon Managed Workflows for Apache Airflow (Amazon MWAA)
  • Amazon SNS
  • Amazon SQS
  • AWS Step Functions

Cloud Financial Management

  • AWS Billing and Cost Management
  • AWS Budgets
  • AWS Cost Explorer

Compute

  • AWS Batch
  • Amazon EC2
  • AWS Lambda
  • AWS Serverless Application Repository

Containers

  • Amazon ECR
  • Amazon ECS
  • Amazon EKS

Database

  • Amazon DocumentDB
  • Amazon DynamoDB
  • Amazon ElastiCache
  • Amazon Neptune
  • Amazon RDS

Developer Tools

  • AWS CDK
  • AWS CodeArtifact
  • AWS CodeBuild
  • AWS CodeDeploy
  • AWS CodePipeline
  • AWS X-Ray

Machine Learning

  • Amazon Augmented AI (Amazon A2I)
  • Amazon Bedrock
  • Amazon CodeGuru
  • Amazon Comprehend
  • Amazon Comprehend Medical
  • Amazon DevOps Guru
  • Amazon Fraud Detector
  • AWS HealthLake
  • Amazon Kendra
  • Amazon Lex
  • Amazon Lookout for Equipment
  • Amazon Lookout for Metrics
  • Amazon Lookout for Vision
  • Amazon Mechanical Turk
  • Amazon Personalize
  • Amazon Polly
  • Amazon Q
  • Amazon Rekognition
  • Amazon SageMaker
  • Amazon Textract
  • Amazon Transcribe
  • Amazon Translate

Management and Governance

  • AWS Auto Scaling
  • AWS Chatbot
  • AWS CloudFormation
  • AWS CloudTrail
  • Amazon CloudWatch
  • Amazon CloudWatch Logs
  • AWS Compute Optimizer
  • AWS Config
  • AWS Organizations
  • AWS Service Catalog
  • AWS Systems Manager
  • AWS Trusted Advisor

Media

  • Amazon Kinesis Video Streams

Migration and Transfer

  • AWS DataSync

Networking and Content Delivery

  • Amazon API Gateway
  • Amazon CloudFront
  • AWS Direct Connect
  • Amazon VPC

Security, Identity, and Compliance

  • AWS KMS
  • Amazon Macie
  • AWS Secrets Manager
  • IAM

Storage

  • Amazon EBS
  • Amazon EFS
  • Amazon FSx
  • Amazon S3
  • Amazon S3 Glacier
  • AWS Storage Gateway

See also

  • Skills for AI coding assistants (optional). AWS publishes reusable skills for AWS Certification. To see which apply, search the Agent Toolkit for AWS catalog with aws agent-toolkit search-skills --search-query aws-certification — a documented, read-only AWS CLI command that searches the catalog and makes no changes. This is an optional suggestion for the user. Official reference: AWS CLI — Agent Toolkit for AWS.