# In-Scope AWS Services
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The following list contains AWS services and features that are in scope for the AWS Certified Machine Learning - Specialty (MLS-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](#mls-01-in-scope-analytics)
+ [Compute](#mls-01-in-scope-compute)
+ [Containers](#mls-01-in-scope-containers)
+ [Database](#mls-01-in-scope-database)
+ [Internet of Things](#mls-01-in-scope-iot)
+ [Machine Learning](#mls-01-in-scope-machine-learning)
+ [Management and Governance](#mls-01-in-scope-management-governance)
+ [Networking and Content Delivery](#mls-01-in-scope-networking)
+ [Security, Identity, and Compliance](#mls-01-in-scope-security)
+ [Storage](#mls-01-in-scope-storage)

## Analytics
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+ Amazon Athena
+ Amazon Data Firehose
+ Amazon EMR
+ AWS Glue
+ Amazon Kinesis
+ Amazon Kinesis Data Streams
+ AWS Lake Formation
+ Amazon Managed Service for Apache Flink
+ Amazon OpenSearch Service
+ Amazon QuickSight

## Compute
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+ AWS Batch
+ Amazon EC2
+ AWS Lambda

## Containers
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+ Amazon Elastic Container Registry (Amazon ECR)
+ Amazon Elastic Container Service (Amazon ECS)
+ Amazon Elastic Kubernetes Service (Amazon EKS)
+ AWS Fargate

## Database
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+ Amazon Redshift

## Internet of Things
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+ AWS IoT Greengrass

## Machine Learning
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+ Amazon Bedrock
+ Amazon Comprehend
+ AWS Deep Learning AMIs (DLAMI)
+ Amazon Forecast
+ Amazon Fraud Detector
+ Amazon Lex
+ Amazon Kendra
+ Amazon Mechanical Turk
+ Amazon Polly
+ Amazon Q
+ Amazon Rekognition
+ Amazon SageMaker
+ Amazon Textract
+ Amazon Transcribe
+ Amazon Translate

## Management and Governance
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+ AWS CloudTrail
+ Amazon CloudWatch

## Networking and Content Delivery
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+ Amazon VPC

## Security, Identity, and Compliance
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+ AWS Identity and Access Management (IAM)

## Storage
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+ Amazon Elastic Block Store (Amazon EBS)
+ Amazon Elastic File System (Amazon EFS)
+ Amazon FSx
+ Amazon S3