In-Scope AWS Services
Complete list of AWS services covered in the MLA-C01 exam.
Analytics
| Service |
Key Use Cases |
| Amazon Athena |
Query data in S3 using SQL |
| Amazon Data Firehose |
Real-time streaming data delivery |
| Amazon EMR |
Big data processing with Spark/Hadoop |
| AWS Glue |
ETL, Data Catalog, crawlers |
| AWS Glue DataBrew |
Visual data preparation |
| AWS Glue Data Quality |
Data quality rules and monitoring |
| Amazon Kinesis |
Real-time streaming data |
| AWS Lake Formation |
Data lake management |
| Amazon Managed Service for Apache Flink |
Stream processing |
| Amazon OpenSearch Service |
Search and analytics |
| Amazon QuickSight |
Business intelligence dashboards |
| Amazon Redshift |
Data warehousing |
Machine Learning
| Service |
Key Use Cases |
| Amazon Augmented AI (A2I) |
Human review workflows |
| Amazon Bedrock |
Foundation models, GenAI |
| Amazon CodeGuru |
Code reviews, profiling |
| Amazon Comprehend |
NLP, text analysis |
| Amazon Comprehend Medical |
Medical text analysis |
| Amazon DevOps Guru |
ML-powered operations insights |
| Amazon Fraud Detector |
Fraud detection |
| AWS HealthLake |
Healthcare data lake |
| Amazon Kendra |
Intelligent search |
| Amazon Lex |
Conversational AI, chatbots |
| Amazon Lookout for Equipment |
Equipment anomaly detection |
| Amazon Lookout for Metrics |
Metrics anomaly detection |
| Amazon Lookout for Vision |
Visual defect detection |
| Amazon Mechanical Turk |
Human intelligence tasks |
| Amazon Personalize |
Personalization, recommendations |
| Amazon Polly |
Text-to-speech |
| Amazon Q |
Generative AI assistant |
| Amazon Rekognition |
Image and video analysis |
| Amazon SageMaker |
Full ML platform |
| Amazon Textract |
Document text extraction |
| Amazon Transcribe |
Speech-to-text |
| Amazon Translate |
Language translation |
Compute
| Service |
Key Use Cases |
| AWS Batch |
Batch computing jobs |
| Amazon EC2 |
Virtual servers, GPU instances |
| AWS Lambda |
Serverless compute |
| AWS Serverless Application Repository |
Serverless app deployment |
Containers
| Service |
Key Use Cases |
| Amazon ECR |
Container image registry |
| Amazon ECS |
Container orchestration |
| Amazon EKS |
Kubernetes orchestration |
| Service |
Key Use Cases |
| AWS CDK |
Infrastructure as code |
| AWS CodeArtifact |
Artifact repository |
| AWS CodeBuild |
Build service |
| AWS CodeDeploy |
Deployment automation |
| AWS CodePipeline |
CI/CD pipelines |
| AWS X-Ray |
Distributed tracing |
Application Integration
| Service |
Key Use Cases |
| Amazon EventBridge |
Event-driven architecture |
| Amazon MWAA |
Managed Apache Airflow |
| Amazon SNS |
Push notifications |
| Amazon SQS |
Message queuing |
| AWS Step Functions |
Workflow orchestration |
Management and Governance
| Service |
Key Use Cases |
| AWS Auto Scaling |
Automatic scaling |
| AWS CloudFormation |
Infrastructure as code |
| AWS CloudTrail |
API activity logging |
| Amazon CloudWatch |
Monitoring and logging |
| AWS Compute Optimizer |
Resource optimization |
| AWS Config |
Resource compliance |
| AWS Systems Manager |
Operations management |
| AWS Trusted Advisor |
Best practices recommendations |
Security, Identity, and Compliance
| Service |
Key Use Cases |
| AWS IAM |
Access management |
| AWS KMS |
Encryption key management |
| Amazon Macie |
Data security and privacy |
| AWS Secrets Manager |
Secrets management |
Storage
| Service |
Key Use Cases |
| Amazon EBS |
Block storage |
| Amazon EFS |
File storage |
| Amazon FSx |
Managed file systems |
| Amazon S3 |
Object storage |
| Amazon S3 Glacier |
Archive storage |
| AWS Storage Gateway |
Hybrid storage |
Database
| Service |
Key Use Cases |
| Amazon DocumentDB |
Document database |
| Amazon DynamoDB |
NoSQL database |
| Amazon ElastiCache |
In-memory caching |
| Amazon Neptune |
Graph database |
| Amazon RDS |
Relational databases |
Networking
| Service |
Key Use Cases |
| Amazon API Gateway |
API management |
| Amazon CloudFront |
CDN |
| AWS Direct Connect |
Dedicated network connection |
| Amazon VPC |
Network isolation |