AWS Skill Builder Courses

Amazon Web Services;  Amazon

AWS ML Engineer Associate 1.1 Collect, Ingest, and Store Data (简体中文)

Dive into ML数据准备的核心概念，掌握AWS存储服务、数据类型识别、可视化分析以及使用Amazon Kinesis进行数据摄取的实用技能。

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

Amazon Web Services;  Amazon

AWS ML Engineer Associate 2.2 Train Models (简体中文)

Dive into AWS SageMaker's model training capabilities, from selecting compute environments to using built-in algorithms and popular frameworks like TensorFlow and PyTorch. Includes hands-on practice with script mode and optimization techniques.

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

Amazon Web Services;  Amazon

AWS ML Engineer Associate 2.1 Choose a Modeling Approach (简体中文)

Dive into AWS ML stack layers and discover how to leverage AI services, SageMaker algorithms, and pre-trained solutions like JumpStart and Bedrock to solve business challenges effectively.

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

Amazon Web Services;  Amazon

AWS ML Engineer Associate 1.3 Validate Data and Prepare for Modeling (简体中文)

Dive into machine learning data preparation strategies, focusing on bias mitigation, data validation, and security using AWS tools like SageMaker Clarify, Glue DataBrew, and data quality services.

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

Amazon Web Services;  Amazon

Optimizing Foundation Models (한국어)

파운데이션 모델의 성능을 향상시키는 RAG와 파인 튜닝 기법을 탐구하고 AWS 서비스를 활용한 실용적인 구현 방법을 습득하세요.

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

Amazon Web Services;  Amazon

AWS ML Engineer Associate 2.4 Analyze Model Performance (Japanese) 日本語吹き替え版

Master MLモデルのパフォーマンス分析、評価手法、SageMaker Clarifyやデバッガーを活用した問題解決手法を学び、再現性のある実験の実施方法を習得します。

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

Amazon Web Services;  Amazon

Amazon Q Business Getting Started (한국어)

Discover how to leverage Amazon Q Business, a generative AI assistant that answers queries, creates content, and completes tasks using enterprise data, with hands-on setup guidance and practical use cases.

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

Amazon Web Services;  Amazon

Developing Machine Learning Solutions (한국어)

Discover AWS의 기계 학습 수명 주기와 MLOps의 기본 개념을 배우고 Amazon SageMaker를 활용하여 ML 솔루션을 개발하고 배포하는 방법을 익히세요.

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

Amazon Web Services;  Amazon

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

Dive into AWS 클라우드 데이터베이스 솔루션의 계획과 설계를 통해 목적별 데이터베이스 서비스의 특징, 기능, 설계 고려사항을 파악하고 조직에 최적화된 데이터베이스 솔루션을 구축하는 방법을 습득합니다.

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

Amazon Web Services;  Amazon

Digital Classroom - Planning and Designing Databases on AWS (简体中文)

掌握如何在AWS上规划和设计数据库解决方案，包括RDS、DynamoDB等多种专用数据库服务的选择、设计和安全性考虑，以满足企业特定需求。

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

Amazon Web Services;  Amazon

Developing Generative Artificial Intelligence Solutions (한국어)

생성형 AI 애플리케이션의 전체 수명주기를 탐구하며 파운데이션 모델 선택, 성능 개선, 평가 및 배포 방법을 마스터하세요. 프롬프트 엔지니어링과 RAG를 통해 실용적인 AI 솔루션을 구축하는 방법을 배웁니다.

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

Amazon Web Services;  Amazon

Exploring Artificial Intelligence Use Cases and Applications (한국어)

다양한 산업 분야에서 AI, ML, 생성형 AI의 실제 활용 사례를 탐구하고 각 기술의 기능, 한계, 모델 선택 방법 및 비즈니스 성과 측정 방법을 파악합니다.

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

Amazon Web Services;  Amazon

Responsible Artificial Intelligence Practices (한국어)

Discover how to develop ethical AI systems by exploring core principles, AWS tools, and human-centered design approaches for creating transparent, explainable, and responsible AI solutions.

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

Amazon Web Services;  Amazon

Fundamentals of Machine Learning and Artificial Intelligence (한국어)

기계 학습, AI, 딥 러닝의 기초부터 생성형 AI까지 포괄적으로 탐구하며 AWS 서비스를 활용한 실제 문제 해결 방법을 습득하는 입문 과정입니다.

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

Amazon Web Services;  Amazon

Security, Compliance, and Governance for AI Solutions (简体中文)

了解如何使用 AWS 服务实现 AI 系统的安全性、合规性和监管要求，掌握数据监管策略和安全数据工程最佳实践，为 AWS AI 从业者认证做准备。

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