AWS Events Courses

Build GPU-Boosted, Auto-Optimized, Billion-Scale Vector Databases in Hours - ANT213

See how GPU acceleration and auto-optimization help build billion-scale vector databases in Amazon OpenSearch Service in under an hour.

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

Inside Poolside's Model Factory - Building Better Models Faster

A look inside Poolside’s Model Factory, where automated pipelines, distributed training, reinforcement learning, and scalable inference turn raw data into production-ready foundation models.

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

Introducing Amazon S3 Access Points for FSx for NetApp ONTAP - STG217

Learn how S3 Access Points provide S3-compatible access to FSx for NetApp ONTAP file data without moving data or changing applications.

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

Governance that Enables Innovation at Scale with AWS Control Tower

See how Eli Lilly modernized cloud governance on AWS Control Tower while migrating critical workloads with zero downtime.

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

Simplifying Multicloud Developer Experience - feat. Macquarie

Macquarie unified multicloud development with an environments-as-code platform that cuts setup from days to minutes while preserving security and IDE choice.

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

What Database Would Your AI Agents Choose - Escape the Frankenstack

A unified database design for AI agents combines structured, unstructured, and vector data to reduce the complexity and latency of stitched-together stacks.

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

RAG vs MCP - Making the Right Choice for Enterprises

A practical framework for choosing between RAG and MCP—or combining them—for enterprise workloads.

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

Knowledge Graphs for AI and Intelligent Systems - DAT209

Explore how knowledge graphs connect real-world concepts with enterprise data, and how GraphRAG can ground generative AI in trusted knowledge.

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

From Automation to Autonomy - How AWS Partners Drive SMB AI Evolution at Scale

How AWS partners help small and medium businesses move from initial AI automation toward operational autonomy, addressing data readiness, talent, security, integration, and return on investment.

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

Oracle Exadata in AWS Data Center - Migration and Integration Strategies - DAT210

Oracle Exadata hardware in AWS data centers supports migration of demanding Oracle workloads, with a launch customer sharing lessons and best practices.

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

Simplifying Orchestrations with JSONata and AWS Step Functions

See how JSONata simplifies AWS Step Functions orchestration by performing data transformations directly in state machines without extra Lambda functions or compute resources.

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

How Spice AI Operationalizes Data Lakes for AI Using Amazon S3

Spice AI combines S3 Vectors, open table formats, and hybrid SQL and vector search to make data lakes searchable foundations for enterprise AI.

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

Transforming Supply Chains with Amazon Bedrock AgentCore

A case study on using autonomous AI agents to help supply chain teams adapt to rapidly changing requirements and markets.

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

AWS European Sovereign Cloud - Your 20-Minute Essential Guide

An overview of how AWS’s European Sovereign Cloud addresses EU data residency, operational autonomy, and compliance needs.

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

Accelerating Data Engineering with AI Agents for AWS Analytics

See how AWS AI agents turn natural-language requests into analytics code and automate Apache Spark upgrades to speed data engineering work.

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