Amazon Web Services Courses

AWS ML Engineer Associate 2.3 Refine Models (Français)

Découvrez comment affiner les modèles ML en évitant le surajustement, en optimisant les hyperparamètres et en utilisant des techniques d'ensemble avec Amazon SageMaker pour améliorer les performances de vos modèles.

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

AWS ML Engineer Associate 2.3 Refine Models (Deutsch)

Entdecke Methoden zur Optimierung von ML-Modellen: Vermeide Verzerrungen, verhindere Über- und Unteranpassung, kombiniere Modelle und nutze Hyperparameter-Optimierung mit Amazon SageMaker für bessere Ergebnisse.

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

AWS ML Engineer Associate 2.3 Refine Models (繁體中文)

掌握機器學習模型精簡技術，包括偏差緩解、防止過度擬合、模型組合、超參數調校、模型大小管理及使用Amazon SageMaker進行版本控制，提升您的ML工程能力。

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

Migrating On-Premises NFS Using AWS DataSync and AWS Storage Gateway (简体中文)

Explore how to migrate on-premises NFS using AWS DataSync and Storage Gateway, learning to deploy agents, create replication tasks, and configure file shares for secure, low-latency data access.

• AWS Skill Builder
• 1 hour 15 minutes
• Self-Paced
• Paid Course

Introduction to AWS WAF

Discover the fundamentals of AWS Web Application Firewall (WAF), including use cases, configuration in the AWS Management Console, and practical applications for technical and business professionals.

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

Elastic Load Balancing (ELB) Getting Started

Discover how to distribute application traffic across AWS targets using Elastic Load Balancing (ELB) to improve availability and fault tolerance in your cloud architecture.

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

Amazon HealthLake Getting Started

Discover how to store, transform, and analyze healthcare data using AWS HealthLake, a HIPAA-eligible service that utilizes FHIR standards for unified health information management at scale.

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

Introduction to Amazon Q Developer (Technical)

Discover Amazon Q Developer's essential features and benefits for enhancing your software development workflow with this AI-powered tool designed to streamline the development lifecycle.

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

Setup Amazon Q Developer

Discover how to set up Amazon Q Developer in your IDE, understand service tiers, and configure it as an individual or enterprise user in this fundamental guide.

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

Selling in AWS Marketplace (Technical)

Master the technical aspects of publishing AMI, container, and SaaS products in AWS Marketplace with hands-on labs designed for prospective and existing AWS sellers.

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

Lab - Integrate Amazon Bedrock Foundation Models into a Serverless App

Gain insights into building a serverless app with Amazon Bedrock LLMs by creating Lambda functions, configuring API Gateway, and connecting to a frontend that generates flashcards from study notes.

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

Lab - Create functions using AWS SDK for Python with Amazon Bedrock API

Dive into building Python functions with AWS SDK to invoke Amazon Bedrock models, generate text/images with Titan, and integrate with other AWS AI services in a hands-on lab environment.

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

Lab - Implement Security Fixes to Codebase using Amazon Q Developer

Gain insights into using Amazon Q Developer to identify and fix security vulnerabilities in code, understand existing codebases, and leverage AI assistance for Python development and AWS deployment.

• AWS Skill Builder
• 1 hour 15 minutes
• Self-Paced
• Paid Course

AI Fundamentals and the Cloud

This course introduces you to AI technology, focusing on how different models work and their practical applications.

• edX
• 3 weeks, 2-4 hours/week
• Self-Paced
• Free Online Course (Audit)

AWS Services for AI Solutions

Accelerate your AI expertise by diving deep into AWS AI services and solution architecture. This course guides you through evaluating and implementing AWS AI services for tasks ranging from generative AI to computer vision.

• edX
• 3 weeks, 2-4 hours/week
• Self-Paced
• Free Online Course (Audit)