AWS Certified Machine Learning Engineer -Associate (MLA-C01) 认证范围

Dec 25th, 2025 by Anna

考试范围内的 AWS 服务和功能


下表列出了 MLA-C01 考试范围内的 AWS 服务和功能。
此列表并非详尽无遗，并且可能会更改，仅作参考。

AWS产品/服务的类别与产品/服务的主要功能一致：

分析

• Amazon Athena
• Amazon Data Firehose
• Amazon EMR
• AWS Glue
• AWS Glue DataBrew
• AWS Glue数据质量自动监测功能
• Amazon Kinesis
• AWS Lake Formation
• 适用于 Apache Flink 的亚马逊托管服务
• Amazon OpenSearch Service
• Amazon QuickSight
• Amazon Redshift

应用程序集成

• 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

云财务管理

• AWS账单与成本管理
• AWS Budgets
• AWS Cost Explorer

计算

• AWS Batch
• Amazon EC2
• AWS Lambda
• AWS Serverless Application Repository

容器

• Amazon Elastic Container Registry (Amazon ECR)
• Amazon Elastic Container Service (Amazon ECS)
• Amazon Elastic Kubernetes Service (Amazon EKS)

数据库

• Amazon DocumentDB（与 MongoDB兼容）
• Amazon DynamoDB
• Amazon ElastiCache
• Amazon Neptune
• Amazon RDS

开发工具

• AWS Cloud Development Kit (AWS CDK)
• AWS CodeArtifact
• AWS CodeBuild
• AWS CodeDeploy
• AWS CodePipeline
• AWS X-Ray

机器学习

• Amazon Augmented AI (Amazon A2I)
• Amazon Bedrock
• Amazon CodeGuru
• Amazon Comprehend
• Amazon Comprehend Medical
• Amazon DevOps Guru
• Amazon Fraud Detector
• Amazon 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

管理和监管

• 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

媒体

• Amazon Kinesis Video Streams

迁移与传输

• AWS DataSync

联网和内容分发

• Amazon API Gateway
• Amazon CloudFront
• AWS Direct Connect
• Amazon VPC

安全性、身份与合规性

• AWS Identity and Access Management (IAM)
• AWS Key Management Service (AWS KMS)
• Amazon Macie
• AWS Secrets Manager

存储

• Amazon Elastic Block Store (Amazon EBS)
• Amazon Elastic File System (Amazon EFS)
• Amazon FSx
• Amazon S3
• Amazon S3 Glacier
• AWS Storage Gateway