# In-Scope AWS Services
<a name="dea-01-in-scope-services"></a>

The following list contains AWS services and features that are in scope for the AWS Certified Data Engineer - Associate (DEA-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**
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## Analytics
](#in-scope-analytics)
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## Application Integration
](#in-scope-application-integration)
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## Cloud Financial Management
](#in-scope-cloud-financial-management)
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## Compute
](#in-scope-compute)
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## Containers
](#in-scope-containers)
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## Database
](#in-scope-database)
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## Developer Tools
](#in-scope-developer-tools)
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## Web and Mobile
](#in-scope-management-web-and-mobile)
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## Machine Learning
](#in-scope-machine-learning)
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## Management and Governance
](#in-scope-management-governance)
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## Migration and Transfer
](#in-scope-migration-transfer)
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## Networking and Content Delivery
](#in-scope-networking-content-delivery)
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## Security, Identity, and Compliance
](#in-scope-security-identity-compliance)
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## Storage
](#in-scope-storage)

## Analytics
<a name="in-scope-analytics"></a>
+ Amazon Athena
+ Amazon EMR
+ AWS Glue
+ AWS Glue DataBrew
+ AWS Lake Formation
+ Amazon Kinesis Data Firehose
+ Amazon Kinesis Data Streams
+ Amazon Managed Service for Apache Flink
+ Amazon Managed Streaming for Apache Kafka (Amazon MSK)
+ Amazon OpenSearch Service
+ Amazon QuickSuite
+ Amazon SageMaker AI

## Application Integration
<a name="in-scope-application-integration"></a>
+ Amazon AppFlow
+ 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
<a name="in-scope-cloud-financial-management"></a>
+ AWS Budgets
+ AWS Cost Explorer

## Compute
<a name="in-scope-compute"></a>
+ AWS Batch
+ Amazon EC2
+ AWS Lambda
+ AWS Serverless Application Model (AWS SAM)

## Containers
<a name="in-scope-containers"></a>
+ Amazon Elastic Container Registry (Amazon ECR)
+ Amazon Elastic Container Service (Amazon ECS)
+ Amazon Elastic Kubernetes Service (Amazon EKS)

## Database
<a name="in-scope-database"></a>
+ Amazon DocumentDB (with MongoDB compatibility)
+ Amazon DynamoDB
+ Amazon Keyspaces (for Apache Cassandra)
+ Amazon MemoryDB for Redis
+ Amazon Neptune
+ Amazon RDS
+ Amazon Aurora
+ Amazon Redshift

## Developer Tools
<a name="in-scope-developer-tools"></a>
+ AWS CLI
+ AWS CloudFormation
+ AWS Cloud Development Kit (AWS CDK)
+ AWS CodeBuild
+ AWS CodeDeploy
+ AWS CodePipeline
+ Amazon Q

## Web and Mobile
<a name="in-scope-management-web-and-mobile"></a>
+ Amazon API Gateway

## Machine Learning
<a name="in-scope-machine-learning"></a>
+ Amazon SageMaker AI
+ Amazon Bedrock
+ Amazon Kendra

## Management and Governance
<a name="in-scope-management-governance"></a>
+ AWS CloudTrail
+ Amazon CloudWatch
+ Amazon CloudWatch Logs
+ AWS Config
+ Amazon Managed Grafana
+ AWS Systems Manager
+ AWS Well-Architected Tool
+ AWS Data Exchange

## Migration and Transfer
<a name="in-scope-migration-transfer"></a>
+ AWS Application Discovery Service
+ AWS Application Migration Service
+ AWS Database Migration Service (AWS DMS)
+ AWS DataSync
+ AWS Snow Family
+ AWS Transfer Family

## Networking and Content Delivery
<a name="in-scope-networking-content-delivery"></a>
+ Amazon CloudFront
+ AWS PrivateLink
+ Amazon Route 53
+ Amazon VPC

## Security, Identity, and Compliance
<a name="in-scope-security-identity-compliance"></a>
+ AWS Identity and Access Management (IAM)
+ AWS Key Management Service (AWS KMS)
+ Amazon Macie
+ AWS Secrets Manager
+ AWS Shield
+ AWS WAF

## Storage
<a name="in-scope-storage"></a>
+ AWS Backup
+ Amazon Elastic Block Store (Amazon EBS)
+ Amazon Elastic File System (Amazon EFS)
+ Amazon S3
+ Amazon S3 Tables
+ Amazon S3 Glacier
+ Amazon S3 Tables