AWS Services in scope for AWS Certified Machine Learning Engineer - Associate Exam (AWS-MLA- C01)

The following list contains AWS services and features that are in scope for the 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 Out-of-scope AWS services and features The following list contains AWS services and features that are out of scope for the exam. This list is non-exhaustive and is subject to change. AWS offerings that are entirely unrelated to the target job roles for the exam are excluded from this list: Analytics: AWS Clean Rooms Amazon DataZone Amazon FinSpace Application Integration: Amazon AppFlow Amazon MQ Amazon Simple Workflow Service (Amazon SWF) Business Applications: Amazon Chime Amazon Connect Amazon Honeycode Amazon Pinpoint Amazon Simple Email Service (Amazon SES) AWS Supply Chain AWS Wickr Amazon WorkDocs Amazon WorkMail Cloud Financial Management: AWS Application Cost Profiler Compute: AWS App Runner AWS Elastic Beanstalk Amazon Lightsail AWS Outposts Containers: Red Hat OpenShift Service on AWS (ROSA) Customer Enablement: AWS Activate for startups AWS IQ AWS re:Post Private Developer Tools: AWS Application Composer AWS CloudShell Amazon CodeCatalyst AWS Fault Injection Service End User Computing: Amazon AppStream 2.0 Amazon WorkSpaces Amazon WorkSpaces Secure Browser Amazon WorkSpaces Thin Client Frontend Web and Mobile: AWS Amplify AWS AppSync AWS Device Farm Amazon Location Service Internet of Things (IoT): FreeRTOS AWS IoT 1-Click AWS IoT Core AWS IoT Device Defender AWS IoT Device Management AWS IoT Events AWS IoT FleetWise AWS IoT Greengrass AWS IoT RoboRunner AWS IoT SiteWise AWS IoT TwinMaker Machine Learning: AWS DeepRacer AWS HealthImaging AWS HealthOmics Amazon Monitron AWS Panorama Management and Governance: AWS AppConfig AWS Control Tower AWS Launch Wizard AWS License Manager Amazon Managed Grafana AWS Proton AWS Resilience Hub AWS Resource Explorer AWS Telco Network Builder AWS User Notifications Media: Amazon Elastic Transcoder AWS Elemental Appliances and Software AWS Elemental MediaConnect AWS Elemental MediaConvert AWS Elemental MediaLive AWS Elemental MediaPackage AWS Elemental MediaStore AWS Elemental MediaTailor Amazon Interactive Video Service (Amazon IVS) Amazon Nimble Studio Migration and Transfer: AWS Application Discovery Service AWS Application Migration Service AWS Mainframe Modernization AWS Migration Hub Network and Content Delivery: AWS App Mesh AWS Cloud Map AWS Global Accelerator AWS Private 5G Amazon Route 53 Amazon Route 53 Application Recovery Controller Amazon VPC IP Address Manager Security, Identity, and Compliance: AWS Artifact AWS Audit Manager AWS Certificate Manager (ACM) AWS CloudHSM Amazon Cognito Amazon Detective

Mar 8, 2025 - 15:36

AWS Services in scope for AWS Certified Machine Learning Engineer - Associate Exam (AWS-MLA- C01)

The following list contains AWS services and features that are in scope for the 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

Out-of-scope AWS services and features
The following list contains AWS services and features that are out of scope for the exam. This list is non-exhaustive and is subject to change. AWS offerings that are entirely unrelated to the target job roles for the exam are excluded from this list:

Analytics:

AWS Clean Rooms
Amazon DataZone
Amazon FinSpace
Application Integration:
Amazon AppFlow
Amazon MQ
Amazon Simple Workflow Service (Amazon SWF)

Business Applications:

Amazon Chime
Amazon Connect
Amazon Honeycode
Amazon Pinpoint
Amazon Simple Email Service (Amazon SES)
AWS Supply Chain
AWS Wickr
Amazon WorkDocs
Amazon WorkMail

Cloud Financial Management:

AWS Application Cost Profiler

Compute:

AWS App Runner
AWS Elastic Beanstalk
Amazon Lightsail
AWS Outposts

Containers:

Red Hat OpenShift Service on AWS (ROSA)

Customer Enablement:

AWS Activate for startups
AWS IQ
AWS re:Post Private

Developer Tools:

AWS Application Composer
AWS CloudShell
Amazon CodeCatalyst
AWS Fault Injection Service

End User Computing:

Amazon AppStream 2.0
Amazon WorkSpaces
Amazon WorkSpaces Secure Browser
Amazon WorkSpaces Thin Client

Frontend Web and Mobile:

AWS Amplify
AWS AppSync
AWS Device Farm
Amazon Location Service

Internet of Things (IoT):

FreeRTOS
AWS IoT 1-Click
AWS IoT Core
AWS IoT Device Defender
AWS IoT Device Management
AWS IoT Events
AWS IoT FleetWise
AWS IoT Greengrass
AWS IoT RoboRunner
AWS IoT SiteWise
AWS IoT TwinMaker

Machine Learning:

AWS DeepRacer
AWS HealthImaging
AWS HealthOmics
Amazon Monitron
AWS Panorama

Management and Governance:

AWS AppConfig
AWS Control Tower
AWS Launch Wizard
AWS License Manager
Amazon Managed Grafana
AWS Proton
AWS Resilience Hub
AWS Resource Explorer
AWS Telco Network Builder
AWS User Notifications

Media:

Amazon Elastic Transcoder
AWS Elemental Appliances and Software
AWS Elemental MediaConnect
AWS Elemental MediaConvert
AWS Elemental MediaLive
AWS Elemental MediaPackage
AWS Elemental MediaStore
AWS Elemental MediaTailor
Amazon Interactive Video Service (Amazon IVS)
Amazon Nimble Studio

Migration and Transfer:

AWS Application Discovery Service
AWS Application Migration Service
AWS Mainframe Modernization
AWS Migration Hub

Network and Content Delivery:

AWS App Mesh
AWS Cloud Map
AWS Global Accelerator
AWS Private 5G
Amazon Route 53
Amazon Route 53 Application Recovery Controller
Amazon VPC IP Address Manager

Security, Identity, and Compliance:

AWS Artifact
AWS Audit Manager
AWS Certificate Manager (ACM)
AWS CloudHSM
Amazon Cognito
Amazon Detective
AWS Directory Service
AWS Firewall Manager
Amazon GuardDuty
Amazon Inspector
AWS Payment Cryptography
AWS Private Certificate Authority
AWS Resource Access Manager (AWS RAM)
AWS Security Hub
AWS Shield
AWS Signer
Amazon Verified Permissions
AWS WAF

Storage:

AWS Elastic Disaster Recovery

Here is the detailed link for the exam guide.