AWS Events Courses

High-Performance Generative AI on Amazon EKS

Discover how to optimize generative AI deployment on Amazon EKS, focusing on GPU acceleration, scalability, and cost control through practical case studies and infrastructure best practices.

• YouTube
• 56 minutes
• On-Demand
• Free Video

Optimizing Performance and Cost with AWS Graviton

Discover how Honeycomb optimized workloads on AWS Graviton, exploring performance improvements across EKS, Lambda, RDS, and OpenSearch while learning practical steps for enterprise-wide Graviton adoption.

• YouTube
• 45 minutes
• On-Demand
• Free Video

Building Scalable RAG Applications Using Amazon Bedrock Knowledge Bases

Discover how to build accurate and cost-effective RAG solutions with Amazon Bedrock Knowledge Bases, focusing on advanced chunking, parsing, and hallucination reduction techniques for improved contextual responses.

• YouTube
• 57 minutes
• On-Demand
• Free Video

SaaS Architecture Pitfalls: Lessons from the Field

Uncover common pitfalls and proven solutions in SaaS architecture through real-world examples, focusing on scale, growth, and cost efficiency challenges faced by AWS teams over 7+ years of implementation.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

Building Amazon Nova Foundation Models with SageMaker HyperPod

Discover how Amazon leverages SageMaker HyperPod's infrastructure and tools to develop Nova Foundation Models, exploring distributed training, observability, and cost-effective inference solutions.

• YouTube
• 51 minutes
• On-Demand
• Free Video

Tools and Techniques for Building Resilient Systems

Dive into practical tools and techniques AWS uses for building resilient systems, from retries and circuit breakers to formal methods and simulation for enhanced performance and reliability.

• YouTube
• 59 minutes
• On-Demand
• Free Video

Accelerate Innovation with AI-Powered Operations - Session COP315

Discover how AIOps revolutionizes IT operations through Amazon CloudWatch, enabling automated workflows, streamlined processes, and data-driven insights to enhance operational efficiency.

• YouTube
• 44 minutes
• On-Demand
• Free Video

Anatomy of an AWS Region - Building Global Infrastructure at Scale

Dive into the architecture and evolution of AWS Regions, exploring infrastructure expansion, software-hardware convergence, and engineering insights for building resilient cloud systems at scale.

• YouTube
• 54 minutes
• On-Demand
• Free Video

Revolutionize Search Applications for Generative AI Using Vector Search

Discover how vector search enhances generative AI applications through Amazon OpenSearch Service, enabling more accurate, context-aware search results and personalized user experiences.

• YouTube
• 52 minutes
• On-Demand
• Free Video

Deep Dive into Amazon Aurora DSQL Architecture and Design

Dive into Amazon Aurora DSQL's innovative architecture, exploring its serverless capabilities, active-active design, and how it delivers unparalleled resilience and scalability across single and multi-region deployments.

• YouTube
• 1 hour
• On-Demand
• Free Video

How to Achieve NoOps Experience with Amazon EKS - Platform Engineering Best Practices

Discover how Mercado Libre leverages Amazon EKS and platform engineering to build Fury, their scalable microservices platform, enabling enhanced developer productivity and streamlined operations.

• YouTube
• 50 minutes
• On-Demand
• Free Video

How AWS Scales Active Defense for Network Infrastructure Protection

Discover how AWS leverages network infrastructure, telemetry, and threat intelligence to provide scalable active defense capabilities, protecting customers through real-time analytics and enforcement.

• YouTube
• 51 minutes
• On-Demand
• Free Video

Building RAG Applications with Elasticsearch and Amazon Bedrock

Discover how to build advanced RAG applications by integrating Elasticsearch with Amazon Bedrock, leveraging Open Inference API and model testing capabilities for enhanced conversational search experiences.

• YouTube
• 49 minutes
• On-Demand
• Free Video

Scaling Generative AI Models for Millions of Users in Roblox

Discover how Roblox scales generative AI applications using AWS services, from infrastructure setup to model deployment, focusing on best practices for serving millions of users efficiently.

• YouTube
• 47 minutes
• On-Demand
• Free Video

Cost-Effective Data Processing with Amazon EMR

Master cost optimization techniques for Amazon EMR through cluster rightsizing, EC2 Spot Instances, and managed scaling to enhance big data workflows and achieve significant savings in your data processing operations.

• YouTube
• 58 minutes
• On-Demand
• Free Video