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This session focuses on training and fine-tuning language models with NxDT on AWS Trainium. We provide an overview of fine-tuning methods, their applications, and their benefits. The session highlights models that train effectively on Trainium and explores how kernels contribute to performance efficiency. A live demonstration shows supervised fine-tuning with Llama 3 (8B), using the Hugging Face integration. Subscribe to AWS: https://go.aws/subscribe Sign up for AWS: https://go.

Migration success depends on alignment across business, technical, and operational teams. In this episode, we break down the core steps of a successful migration journey, why each phase matters, and why modernization is no longer optional. You’ll explore the full lifecycle—from discovery and assessment to building a strong business case and aligning roadmaps—while uncovering common pitfalls that slow organizations down.

Discover how to transform AWS WAF into a powerful threat intelligence platform by building sophisticated honeypots that attract, analyze, and adapt to emerging threats. In this code talk, we'll demonstrate how to combine AWS WAF with AWS Lambda functions to create intelligent traps that not only capture malicious activity but also generate actionable security insights.

Discover how leading enterprises are leveraging 15+ years of Amazon RDS operational excellence to power their SQL Server and Oracle databases in the cloud. In this session, explore features across Amazon RDS for SQL Server and Oracle that help you achieve substantial cost savings, enhanced scalability, and efficient operations.

Dive into the journey of a foundation model on AWS Trainium, from distributed training to fine-tuning and deployment. This talk showcases how to optimize each of these stages using Neuron SDK. We'll demonstrate the use of the Neuron Profiler to pinpoint bottlenecks and guide you through writing and integrating Neuron Kernel Interface (NKI) kernels to achieve peak performance.

See how Amazon Connect Decisions uses agentic AI to transform supply chain planning. In this demo, a supply chain planner launching a new fitness tracker line shows how AI teammates work alongside your team to build demand plans, resolve supply disruptions, and continuously learn from every decision.

IDEMIA Civil Identity, serving state and local DMVs, is modernizing legacy identity systems with AWS Transform. By migrating from monolithic architecture and upgrading from .NET 3.5 to .NET 8, the team is improving scalability, security, and performance in AWS GovCloud. With faster modernization timelines and projected cost savings of up to 40%, IDEMIA is better equipped to deliver secure, high-quality identity services. Subscribe to AWS: https://go.

For more details on this topic, visit the AWS Knowledge Center on AWS re:Post and read the full article associated with this video: https://repost.aws/knowledge-center/schedule-query-athena The AWS Knowledge Center contains trusted, expert-reviewed answers to frequently asked questions across AWS services — including EC2, S3, IAM, Lambda, Bedrock, and more. Akash shows you how to schedule queries in Amazon Athena using AWS Lambda and Amazon EventBridge.

Skip directly to the demo: 0:27 For more details on this topic, see the Knowledge Center article associated with this video: https://repost.aws/knowledge-center/cloudformation-stack-stuck-progress Aanchal shows you how to keep mailing list recipients from unsubscribing everyone on the list in your Amazon Simple Notification Service topic emails. Subscribe: More AWS videos: https://go.aws/3m5yEMW More AWS events videos: https://go.aws/3ZHq4BK Do you have technical AWS questions?

Learn how Bundesliga uses Amazon Nova to reinvent sports content production for fans and media partners. Gain insights into how GenAI technology is used to create and translate media content to reach Bundesliga's next billion fans worldwide in their native language.

Are you getting the most out of Amazon QuickSight? Join us Tuesday, June 3rd at 2pm Pacific / 5pm Eastern to hear our host Jay Busch (Sr. Technical Account Manager) who will be speaking with Amazon QuickSight expert Ying Wang (Sr. WW SSA QuickSight) as we dive deep into some best practices and tips to expand your QuickSight toolset to increase efficiency, reduce cost, and take your business to the next level!

The future of automotive manufacturing is intelligent, adaptive, and powered by AWS. In this demo, we explore how physical AI — inspired by the innovations behind Amazon Robotics — is transforming factory floors, enabling automakers to build manufacturing environments that sense, learn, and respond in real time. AWS provides the AI and cloud foundation that makes physical AI possible at scale.