AWS Skill Builder Courses

Amazon Web Services;  Amazon

Lab - Train a model with Amazon SageMaker (Japanese)

Amazon SageMakerを使用してXGBoostモデルのトレーニングと評価を行い、カスタムスクリプトの作成やハイパーパラメータのチューニングなど、高度な機械学習技術を学ぶ実践的なラボ。

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

Amazon Web Services;  Amazon

Lab - Train a model with Amazon SageMaker (Simplified Chinese)

使用Amazon SageMaker配置和训练XGBoost模型，评估预测效率，并探索自定义训练和推理代码，包括超参数优化和导入自定义库。

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

Amazon Web Services;  Amazon

Curso-padrão de preparação para o exame: AWS Certified Security – Specialty (SCS-C02 - Português (Brasil)) | Exam Prep Standard Course: AWS Certified Security - Specialty (SCS-C02 - Portuguese (Brazil))

Preparação avançada para o exame AWS Certified Security - Specialty (SCS-C02). Avalie sua prontidão, reforce conhecimentos e preencha lacunas com exercícios práticos e simulados oficiais.

• AWS Skill Builder
• 6 hours 30 minutes
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

Exam Prep Standard Course: AWS Certified Security - Specialty (SCS-C02 - LATAM Spanish)

Preparación avanzada para el examen AWS Certified Security - Specialty (SCS-C02). Evalúe su conocimiento, practique con ejercicios y preguntas de muestra, y refuerce áreas clave de seguridad en la nube de AWS.

• AWS Skill Builder
• 6 hours 30 minutes
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

AWS ML Engineer Associate 2.1 Choose a Modeling Approach (Japanese)

AWSのMLスタック、SageMaker、JumpStart、Bedrockを活用し、ビジネス課題に最適な機械学習モデリングアプローチを選択する方法を学ぶ。AI/MLサービスの利点、ユースケース、選択基準を解説。

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

Amazon Web Services;  Amazon

AWS ML Engineer Associate 2.2 Train Models (Japanese)

Amazon SageMakerを活用した機械学習モデルのトレーニング手法を学び、最適なコンピューティング環境の選択や時間短縮のテクニックを習得。組み込みアルゴリズムやスクリプトモードの活用方法も解説。

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

Amazon Web Services;  Amazon

AWS ML Engineer Associate 2.3 Refine Models (Japanese)

機械学習モデルの改良手法を学ぶ。バイアス軽減、過剰適合防止、アンサンブル手法、ハイパーパラメータチューニング、モデルサイズ管理、事前学習モデルの微調整、バージョン管理などを網羅的に解説。

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

Amazon Web Services;  Amazon

AWS ML Engineer Associate 1.3 Validate Data and Prepare for Modeling (Japanese)

機械学習のデータ準備フェーズを学ぶ。データ検証、バイアス軽減、セキュリティ戦略、AWSツールの活用、データセットの分割・拡張、モデルトレーニングのデータ設定など、実践的なスキルを習得。

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

Amazon Web Services;  Amazon

AWS ML Engineer Associate 2.4 Analyze Model Performance (Simplified Chinese)

深入探讨机器学习模型性能分析，涵盖评估指标、收敛问题、可解释性等关键概念。学习使用Amazon SageMaker等AWS服务进行模型调试、解释和实验管理。

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

Amazon Web Services;  Amazon

Analisar e preparar dados com o Amazon SageMaker Data Wrangler e o Amazon EMR (Português (Brasil)) | Lab - Analyze and Prepare Data with Amazon SageMaker Data Wrangler and Amazon EMR (Portuguese (Brazil))

Aprenda a visualizar, preparar e transformar dados usando SageMaker Data Wrangler e Apache Spark no EMR. Pratique análise, limpeza e consulta de dados em um ambiente AWS integrado.

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

Amazon Web Services;  Amazon

Essentials of Prompt Engineering (Korean)

효과적인 프롬프트 작성의 기본을 배우고 다양한 기법을 익히며 잠재적 위험을 식별하는 방법을 습득합니다. 초보자를 위한 실용적이고 상호작용적인 학습 경험을 제공합니다.

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

Amazon Web Services;  Amazon

Lab - Analyze and Prepare Data with Amazon SageMaker Data Wrangler and Amazon EMR (Japanese)

Amazon SageMaker Data WranglerとAmazon EMRを使用してデータの分析、可視化、変換を行う実践的なラボ。S3、SageMaker Studio、Apache Spark、Hiveを活用してデータ処理スキルを向上させる。

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

Amazon Web Services;  Amazon

Lab - Analyze and Prepare Data with Amazon SageMaker Data Wrangler and Amazon EMR (Simplified Chinese)

学习使用SageMaker Data Wrangler和Amazon EMR进行数据分析、可视化和转换,掌握Spark和Hive等大数据工具,提升数据处理和分析能力。

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

Amazon Web Services;  Amazon

AWS ML Engineer Associate 1.1 Collect, Ingest, and Store Data (Simplified Chinese)

学习机器学习数据准备基础知识，包括数据类型、存储选择、摄取和合并技术。掌握AWS服务如Amazon S3和Kinesis在ML工作流程中的应用。

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

Amazon Web Services;  Amazon

Curso avançado de recursos para exames: AWS Certified Security – Specialty (SCS-C02 - Português (Brasil)) | Exam Prep Enhanced Course: AWS Certified Security - Specialty (SCS-C02 - Portuguese (Brazil))

Aprenda a criar e implementar soluções de segurança na nuvem AWS, preparando-se para o exame de certificação com exercícios práticos, simulados e análises detalhadas dos tópicos avançados.

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