Amazon Web Services Courses

Lab - Amazon DocumentDB Lab - Performance Tuning Techniques

Hands-on lab for diagnosing Amazon DocumentDB bottlenecks with CloudWatch and Performance Insights, then improving query performance through indexing and read replicas.

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

Lab - Data Modeling for Amazon DynamoDB

Hands-on lab designing DynamoDB tables and indexes around application access patterns, including overloaded and sparse global secondary indexes.

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

Digital Classroom - Planning and Designing Databases on AWS (Simplified Chinese)

学习根据业务负载和应用需求，规划并设计涵盖关系型、NoSQL及多种专用服务的 AWS 云数据库解决方案。

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

Generative BI with Amazon Q in Quicksight - Getting Started (Japanese) 日本語字幕版

Amazon Q in QuickSight のアーキテクチャと、自然言語クエリやデータストーリーを使った BI 活用の基礎を学ぶ。

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

Responsible Artificial Intelligence Practices (Japanese)

透明性・説明可能性と人間中心設計に焦点を当て、責任あるAIシステムの開発原則を学ぶ。

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

Digital Classroom - Generative AI for Executives

An executive-focused course on turning generative AI into organizational value through use cases, responsible practices, and an integration plan.

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

Digital Classroom - DevOps Engineering on AWS (Japanese) (Na) (日本語実写版)

AWS のツール群を使い、CI/CD、Infrastructure as Code、コンテナ、サーバーレスを統合した DevOps の自動化を実践します。

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

AWS ML Engineer Associate 2.4 Analyze Model Performance (Japanese)

機械学習モデルの評価指標や収束問題を分析し、SageMaker のツールでモデルと実験をデバッグする方法を学びます。

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

AWS ML Engineer Associate 4.2 Monitor and Optimize Infrastructure and Costs

Monitor, troubleshoot, rightsize, and control costs for AWS machine learning infrastructure using observability, performance, and cost-management tools.

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

AWS ML Engineer Associate 4.1 Monitor Model Performance and Data Quality

Monitor production machine learning systems with Amazon SageMaker, detecting data drift, model quality issues, bias, and attribution drift to support remediation and retraining.

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

Amazon Q Business Getting Started (Japanese)

企業内情報を基に回答・生成・要約・タスク実行を行うAmazon Q Businessの仕組みを学び、サンプル文書でウェブ体験を作る入門コース。

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

Amazon Q Developer Getting Started (Japanese)

Amazon Q Developerを使ってIDEでコードを最適化・変換し、アプリケーションに新機能を実装する入門コース。

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

Amazon DevOps Guru Getting Started

Learn how Amazon DevOps Guru uses machine learning and operational data to identify abnormal application behavior and improve AWS operations.

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

Digital Classroom - Planning and Designing Databases on AWS (Korean) (Na) (한국어 강의)

AWS의 목적별 데이터베이스를 분석해 비즈니스 요구에 맞는 솔루션을 선택하고 설계하는 방법을 다룹니다.

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

AWS ML Engineer Associate 4.3 Secure AWS ML Resources

Secure AWS machine learning resources with IAM, network controls, SageMaker compliance features, and CI/CD security practices.

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