Amazon Web Services Courses

AWS ML Engineer Associate Curriculum Conclusion (简体中文)

总结 AWS 机器学习工程师学习路径，回顾课程概念并提供后续学习资源。

• AWS Skill Builder
• 10 minutes
• Self-Paced
• Paid Course

AWS ML Engineer Associate 4.3 Secure AWS ML Resources (简体中文)

学习以最小权限、IAM、VPC 网络控制和 SageMaker 安全合规功能保护 AWS 机器学习资源。

• AWS Skill Builder
• 2 hours 15 minutes
• Self-Paced
• Paid Course

Decarbonization with AWS Introduction (简体中文)

介绍 AWS 客户碳足迹工具和 Well-Architected Framework 如何支持企业脱碳目标。

• AWS Skill Builder
• 15 minutes
• Self-Paced
• Free Certificate

AWS ML Engineer Associate 3.3 Automate Deployment (简体中文)

学习在生产环境中通过 CI/CD、工作流编排和自动再训练实现机器学习部署自动化。

• AWS Skill Builder
• 1 hour 15 minutes
• Self-Paced
• Paid Course

AWS ML Engineer Associate Curriculum Overview (简体中文)

介绍机器学习生命周期、负责任的人工智能以及使用 Amazon SageMaker 开发机器学习解决方案。

• AWS Skill Builder
• 45 minutes
• Self-Paced
• Free Certificate

AWS ML Engineer Associate 3.1 Select a Deployment Infrastructure (简体中文)

在 AWS 上选择机器学习模型部署基础设施、推理目标、容器与计算资源，涵盖生产和测试环境配置。

• AWS Skill Builder
• 1 hour
• Self-Paced
• Paid Course

Getting Started with Amazon Comprehend (한국어)

Amazon Comprehend의 기본 개념과 텍스트 처리 솔루션 설계 및 구현 방법을 익힙니다.

• AWS Skill Builder
• 1 hour 30 minutes
• Self-Paced
• Free Certificate

AWS ML Engineer Associate 4.1 Monitor Model Performance and Data Quality (Japanese) 日本語吹き替え版

Amazon SageMaker の機能を活用し、本番 ML モデルのドリフト、バイアス、品質、パフォーマンスを継続的に監視する方法を学びます。

• AWS Skill Builder
• 2 hours 30 minutes
• Self-Paced
• Paid Course

AWS ML Engineer Associate 3.2 Create and Script Infrastructure (简体中文)

学习使用 IaC、AWS CDK 和 CloudFormation 构建可维护、可扩展且具成本效益的机器学习基础设施，并部署和自动扩缩 SageMaker 模型。

• AWS Skill Builder
• 1 hour 30 minutes
• Self-Paced
• Paid Course

Digital Classroom - Security Engineering on AWS (한국어)

AWS 환경에서 IAM, 데이터 보호, 로깅과 위협 대응을 활용해 클라우드 보안을 구현하고 보안 사고를 조사하는 과정

• AWS Skill Builder
• 1 day
• Self-Paced
• Paid Course

AWS ML Engineer Associate 3.3 Automate Deployment (Japanese) 日本語吹き替え版

CI/CD と自動化を適用して、機械学習モデルの本番デプロイと再トレーニングを実現する MLOps を学びます。

• AWS Skill Builder
• 1 hour 15 minutes
• Self-Paced
• Paid Course

AWS ML Engineer Associate 4.2 Monitor and Optimize Infrastructure and Costs (Japanese) 日本語吹き替え版

機械学習インフラの監視・可観測性と、AWSツールを使ったパフォーマンスおよびコスト最適化を学びます。

• AWS Skill Builder
• 2 hours 30 minutes
• Self-Paced
• Paid Course

AWS ML Engineer Associate Curriculum Conclusion (Japanese) 日本語吹き替え版

AWS ML Engineer Associate学習プランを振り返り、機械学習エンジニアとして継続学習に役立つリソースと次のステップを確認します。

• AWS Skill Builder
• 10 minutes
• Self-Paced
• Paid Course

Digital Classroom - Building Streaming Data Analytics Solutions on AWS (简体中文)

学习使用 Amazon Kinesis 和 Amazon MSK 在 AWS 上设计、实施并优化流数据分析解决方案。

• AWS Skill Builder
• 8 hours
• Self-Paced
• Paid Course

AWS ML Engineer Associate 4.3 Secure AWS ML Resources (Japanese) 日本語吹き替え版

AWS の機械学習リソースを、最小権限、IAM、VPC ネットワーク制御、SageMaker のセキュリティ・コンプライアンス機能で保護する方法を学ぶ。

• AWS Skill Builder
• 2 hours 15 minutes
• Self-Paced
• Paid Course