AWS Skill Builder Courses

Amazon Web Services;  Amazon

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

Amazon Web Services;  Amazon

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

Amazon Web Services;  Amazon

AWS ML Engineer Associate Curriculum Conclusion

Concludes the AWS Machine Learning Engineer Associate curriculum with a review of concepts and guidance for continued learning.

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

Amazon Web Services;  Amazon

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

学习在 AWS 环境中验证数据、缓解偏差并完成机器学习模型训练前的数据准备。

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

Amazon Web Services;  Amazon

Amazon Connect Optimizing Routing Solutions

Learn to design dynamic inbound Amazon Connect routing for high contact volumes, fraudulent calls, emergency situations, and interrupted interactions.

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

Amazon Web Services;  Amazon

Fundamentals of Machine Learning and Artificial Intelligence (Japanese) (Sub) 日本語字幕版

AI、機械学習、深層学習、生成AIの関係を整理し、AWSサービスでの活用につなげる基礎コース。

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

Amazon Web Services;  Amazon

Data Engineering on AWS - A Data Warehouse Solution (Includes Labs)

Design, secure, and optimize cloud data warehouses with Amazon Redshift through hands-on serverless setup and data-ingestion labs.

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

Amazon Web Services;  Amazon

Data Engineering on AWS - A Streaming Data Pipeline Solution (Includes Labs)

Build and optimize secure streaming data pipelines on AWS with hands-on labs using Amazon Kinesis, Amazon MSK, and Managed Apache Flink.

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

Amazon Web Services;  Amazon

Exploring Artificial Intelligence Use Cases and Applications (Japanese) (Sub) 日本語字幕版

AI、機械学習、生成AIが各業界のビジネス課題にどう活用され、いつ適さないかを学ぶ入門コース。

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

Amazon Web Services;  Amazon

Amazon Q Introduction (Japanese) (Sub) 日本語字幕版

生成AI搭載アシスタントAmazon Qの目的、用途、安全かつ確実な生産性向上の可能性を紹介します。

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

Amazon Web Services;  Amazon

Developing Generative Artificial Intelligence Solutions (Japanese) (Sub) 日本語字幕版

生成AIアプリケーションのライフサイクルを通じて、基盤モデルの選択・カスタマイズ・評価・デプロイの基本を学びます。

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

Amazon Web Services;  Amazon

Data Engineering on AWS - A Data Lake Solution (Includes Labs)

Build and optimize a secure, scalable AWS data lake through guided architecture lessons and hands-on labs with Amazon S3 and Lake Formation.

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

Amazon Web Services;  Amazon

AWS Flash - Chalk Talks: Generative AI on AWS

Overview of AWS options for building generative AI applications with foundation models in Amazon SageMaker JumpStart, Bedrock, and SageMaker Canvas.

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

Amazon Web Services;  Amazon

AWS Flash - Introduction to Responsible AI

An introduction to responsible AI for generative AI, covering fairness, explainability, privacy, robustness, governance, transparency, and AWS tools.

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

Amazon Web Services;  Amazon

AWS Flash - Generative AI with Diffusion Models

Explore diffusion models for image generation, compare them with GANs, evaluate their use cases, and fine-tune pretrained models for specific tasks.

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