AWS Events Courses

Scaling Foundation Model Inference to Hundreds of Models with Amazon SageMaker

Discover strategies for scaling foundation model deployment using Amazon SageMaker, focusing on cost-effective solutions for SaaS providers managing multiple models at enterprise scale.

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

Resilience Lifecycle: A Mental Model for Building Resilient Systems on AWS

Discover a comprehensive framework for building resilient systems on AWS, featuring real-world insights from Vanguard Group on implementing resilience principles across system development stages.

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

Running Sustainable Real-Time Advertising Workloads in the Cloud

Discover how to optimize real-time advertising workloads in the cloud while reducing costs and environmental impact through innovative architectural designs and sustainable practices.

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

Introduction to MLOps Engineering on AWS

Discover the fundamentals of MLOps engineering, exploring how it extends DevOps practices for machine learning model development, training, and deployment on AWS infrastructure.

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

Building and Optimizing a Data Lake on Amazon S3

Discover best practices for building petabyte-scale data lakes on Amazon S3, including storage optimization, security measures, and integration with analytics and ML tools for enhanced data insights.

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

Accelerate Secure Data Migrations at Scale with AWS DataSync

Master secure and efficient data migration techniques using AWS DataSync, featuring real customer experiences, performance optimization strategies, and cost-reduction methods for large-scale transfers.

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

AI Acceleration at the Edge - Optimizing Business Solutions with Intel Technologies

Discover how leading companies leverage AI at the edge with Intel toolkits to transform agriculture, manufacturing, and automotive sectors through optimized experiences, forecasting, and inventory management.

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

Unlocking the Power of AWS AI and Data with Salesforce

Discover how Salesforce Data Cloud integrates with AWS AI services to enable personalized experiences, break data silos, and leverage SageMaker and Bedrock for enhanced business intelligence.

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

Best Practices for Serverless Developers - Building Secure and High-Performance Applications

Master serverless architecture best practices, optimizations, and expert techniques for building secure, high-scale applications that maximize performance while minimizing costs on AWS.

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

Inclusive Design Thinking in Technology - Fostering Innovation for All

Discover practical strategies for inclusive design thinking in tech, from user research and accessibility features to creating products that serve diverse populations effectively and ethically.

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

Building Highly Resilient Applications with Amazon DynamoDB

Master building resilient applications using DynamoDB's key features for scalability and reliability. Explore redundant storage, automatic scaling, and multi-Region replication through Amazon Advertising's real-world implementation.

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

Securing Containerized Workloads on Amazon ECS and AWS Fargate

Dive into securing containerized workloads using Amazon ECS and AWS Fargate, exploring security integrations, single-tenancy architecture, and advanced features to protect against potential threats.

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

Securing Kubernetes Workloads in Amazon EKS

Master essential security practices for Amazon EKS clusters, covering access management, IAM integration, and network security to protect Kubernetes workloads while maintaining optimal business value.

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

Best Practices for Container Observability in AWS

Master container observability in AWS with proven techniques for monitoring, analyzing, and troubleshooting EKS and ECS environments while optimizing resource management and agent deployment.

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

Building a Precision Medicine Platform Using AWS HealthOmics

Discover how Stanford Data Ocean leverages AWS HealthOmics to build a serverless precision medicine platform, enabling efficient processing of multi-omics datasets and wearables data for researchers and students.

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