Amazon SageMaker Courses and Certifications

Amazon Web Services;  Amazon

AWS SimuLearn: Get Started with Generative AI

Practice designing and deploying a generative AI solution in AWS through AI-simulated customer conversations and a guided Amazon SageMaker lab.

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

Amazon Web Services;  Amazon

AWS Flash - Charlas informativas: IA generativa en AWS (Español LATAM) | AWS Flash - Chalk Talks: Generative AI on AWS (LATAM Spanish)

Introducción práctica a tres opciones de AWS para crear aplicaciones de IA generativa, con demostraciones de modelos fundacionales en SageMaker JumpStart y Canvas.

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

Amazon Web Services;  Amazon

Building Language Models on AWS (简体中文)

学习使用 Amazon SageMaker 在 AWS 上构建、训练、优化和部署大型语言模型，并微调基础模型。

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

Amazon Web Services;  Amazon

Chalk Talks: IA generativa na AWS (Português) | Chalk Talks: Generative AI on AWS (Portuguese)

Visão geral de três opções da AWS para criar aplicações de IA generativa, com demonstrações no Amazon Bedrock, SageMaker JumpStart, Studio e Canvas.

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

Amazon Web Services;  Amazon

Charlas informativas: IA generativa en AWS (Español LATAM) | Chalk Talks: Generative AI on AWS (LATAM Spanish)

Explora opciones de AWS para crear aplicaciones de IA generativa con Amazon SageMaker JumpStart, Amazon Bedrock y SageMaker Canvas.

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

Amazon Web Services;  Amazon

Chalk Talks: Generative AI on AWS (한국어)

AWS에서 Amazon SageMaker JumpStart와 Canvas를 활용해 생성형 AI 애플리케이션 구축 옵션을 살펴봅니다.

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

Amazon Web Services;  Amazon

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

AWS SageMaker의 기본 제공 알고리즘과 JumpStart 솔루션을 비교해 비즈니스 요구에 맞는 모델링 접근 방식과 비용 효율적인 모델을 선택합니다.

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

Amazon Web Services;  Amazon

Chalk Talks: Generative AI on AWS (Português)

Conheça três opções da AWS para criar aplicações de IA generativa, com foco em modelos de base no Amazon SageMaker JumpStart e demonstrações no Canvas.

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

Amazon Web Services;  Amazon

Chalk Talks: Generative AI on AWS (Español LATAM)

Introducción a tres opciones de AWS para crear aplicaciones de IA generativa, con demostraciones de Amazon SageMaker JumpStart, Studio y Canvas.

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

AWS Events

Gérer le Passage à l'Échelle de Vos Inférences sur Amazon SageMaker AI

Maîtrisez la gestion et l'optimisation du passage à l'échelle des inférences d'IA avec Amazon SageMaker pour améliorer les performances et réduire les coûts.

• YouTube
• 44 minutes
• Self-Paced
• Free Video

Pragmatic AI Labs

MLOps Platforms: Amazon SageMaker and Azure ML

Elevate Your MLOps Game: Master AWS SageMaker and Azure ML for Production-Ready AI Solutions.

• edX
• 4 weeks, 3-6 hours a week
• Self-Paced
• Free Online Course (Audit)

Amazon Web Services;  Amazon

Lab - Analyze and Prepare Data with Amazon SageMaker Data Wrangler and Amazon EMR

Hands-on lab for visualizing, cleaning, and transforming datasets with SageMaker Data Wrangler, then querying them with Spark on Amazon EMR.

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

Amazon Web Services;  Amazon

AWS SimuLearn: Fine-Tuning an LLM on Amazon SageMaker

Practice fine-tuning a large language model on Amazon SageMaker through an AI-guided AWS solution design and live console lab.

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

Amazon Web Services;  Amazon

Lab - Orchestrate a Machine Learning Workflow using Amazon SageMaker Pipelines and SageMaker Model Registry

Hands-on lab for orchestrating automated machine learning workflows with SageMaker Pipelines and registering trained models in the SageMaker Model Registry.

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

Amazon Web Services;  Amazon

Customizing and Evaluating LLMs Using Amazon SageMaker JumpStart

Customize and evaluate large language models through SageMaker JumpStart, practicing RAG, PEFT fine-tuning, deployment, and model evaluation.

• AWS Skill Builder
• 4 hours
• Self-Paced
• Free Certificate