In-Scope AWS Services - AWS Certification
AnalyticsApplication IntegrationCloud Financial ManagementComputeContainersDatabaseDeveloper ToolsMachine LearningManagement and GovernanceMediaMigration and TransferNetworking and Content DeliverySecurity, Identity, and ComplianceStorage

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.

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 QuickSight

  • Amazon Redshift

Application Integration

  • Amazon EventBridge

  • Amazon Managed Workflows for Apache Airflow (Amazon MWAA)

  • Amazon Simple Notification Service (Amazon SNS)

  • Amazon Simple Queue Service (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 Elastic Container Registry (Amazon ECR)

  • Amazon Elastic Container Service (Amazon ECS)

  • Amazon Elastic Kubernetes Service (Amazon EKS)

Database

  • Amazon DocumentDB (with MongoDB compatibility)

  • Amazon DynamoDB

  • Amazon ElastiCache

  • Amazon Neptune

  • Amazon RDS

Developer Tools

  • AWS Cloud Development Kit (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 Identity and Access Management (IAM)

  • AWS Key Management Service (AWS KMS)

  • Amazon Macie

  • AWS Secrets Manager

Storage

  • Amazon Elastic Block Store (Amazon EBS)

  • Amazon Elastic File System (Amazon EFS)

  • Amazon FSx

  • Amazon S3

  • Amazon S3 Glacier

  • AWS Storage Gateway