Amazon Web Services Courses

AWS ML Engineer Associate 3.2 Create and Script Infrastructure (Japanese) 日本語吹き替え版

Infrastructure as Code と AWS CDK、CloudFormation を使い、機械学習インフラの構築・デプロイ・管理を自動化する方法を学ぶ。

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

Generative BI with Amazon Q in Quicksight - Getting Started (한국어)

Amazon Q in QuickSight로 자연어 질문을 통해 대시보드를 만들고 데이터 인사이트를 도출하는 방법을 익힙니다.

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

Amazon Q Developer Getting Started (한국어)

IDE에서 Amazon Q Developer로 코드를 최적화·변환하고 프로젝트에 새 기능을 구현하는 기초 과정

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

AWS ML Engineer Associate 3.1 Select a Deployment Infrastructure (Japanese) 日本語吹き替え版

AWS上で機械学習モデルを本番環境へデプロイするための推論インフラ、デプロイ戦略、コンピューティング環境を学ぶ。

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

AWS ML Engineer Associate 1.1 Collect, Ingest, and Store Data (Japanese) 日本語吹き替え版

機械学習用データの収集・保存・取り込みに適したAWSサービス、データ形式、ストレージを選択する方法を学びます。

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

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

AWSでの機械学習ソリューションの実現可能性を判断し、SageMaker Studioでの開発につなげる入門コース。

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

Amazon Q Introduction (한국어)

Amazon Q의 제품군, 일반적인 사용 사례와 안전한 생산성 향상 이점을 소개하는 생성형 AI 입문 과정입니다.

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

AWS ML Engineer Associate 1.2 Transform Data (Japanese) 日本語吹き替え版

機械学習のデータ変換を、クリーニング、エンコーディング、特徴量エンジニアリング、AWSサービスを通じて学びます。

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

AWS ML Engineer Associate 1.2 Transform Data (简体中文)

学习面向机器学习的数据清理、编码和特征工程，并使用 AWS 服务完成数据转换。

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

Digital Classroom - Developing Generative AI Applications on AWS (简体中文)

使用 Amazon Bedrock 与 LangChain 构建并测试生成式 AI 应用，涵盖提示词工程、架构模式和检索增强生成。

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

AWS ML Engineer Associate 2.3 Refine Models (简体中文)

围绕过拟合、集成学习和超参数优化提升机器学习模型性能，并管理模型大小、微调与版本。

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

Security, Compliance, and Governance for AI Solutions (한국어)

AWS 서비스와 기능을 활용해 AI 시스템의 거버넌스, 규정 준수, 보안 및 개인정보 보호를 이해하는 입문 과정

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

Lab - Train a model with Amazon SageMaker (简体中文)

在 Amazon SageMaker 中使用内置 XGBoost 和自定义脚本训练并评估机器学习模型，探索依赖导入与超参数优化。

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

AWS ML Engineer Associate 2.1 Choose a Modeling Approach (Japanese) 日本語吹き替え版

AWS の機械学習サービスと事前トレーニング済みソリューションを比較し、ビジネスニーズに適したモデルやアルゴリズムを選択する方法を学びます。

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

AWS ML Engineer Associate 2.2 Train Models (Japanese) 日本語吹き替え版

Amazon SageMakerで機械学習モデルをトレーニングし、計算環境やフレームワークを選択して学習時間を短縮する方法を学びます。

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