DEV Community

sachindra@work
sachindra@work

Posted on

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.

Whitepapers

You also can review the collection of AWS ML Whitepapers

FAQs

Top comments (0)