AWS Atlas

Explore the cutting-edge world of causal AI with Professor Kun Zhang in this enlightening episode of the AWS for AI podcast. As a leading researcher from MBZUAI and Carnegie Mellon University, Professor Zhang delves into the fundamentals of causal discovery and inference, revealing how these techniques are reshaping the landscape of artificial intelligence.

Mario Kristo, Vice President of Engineering at Delivery Hero, discusses how they revolutionized their delivery operations by implementing AWS EventBridge Scheduler. Managing a massive network of 3 million registered riders delivering 10 million daily orders, Delivery Hero needed to scale their traditional cron-based architecture to handle 5x their current load.

Get ready to elevate your machine learning skills and prepare for the AWS Certified Machine Learning Engineer – Associate exam! This segment offers a condensed yet impactful experience for learners. Join our expert hosts as they guide you through ML fundamentals, the exam guide, and practice questions. Don’t miss out on this live training to validate your skills and excel in your certification journey! Get started here https://awsonair.

AI agents are revolutionizing how work happens—autonomous digital teammates that plan, negotiate, and execute complex tasks without constant human oversight. From orchestrating global supply chains in real time to drafting contracts in seconds, these tireless systems are transforming manual workflows into intelligent, self-optimizing engines driving unprecedented speed and efficiency. Explore how Crew AI is transforming enterprise workflows with autonomous AI agents.

Join us for this hands-on Code Talk where we'll dive deep into building advanced Retrieval-Augmented Generation (RAG) architectures that effectively handle large-scale documents. Through live coding demonstrations, we'll explore techniques to enhance retrieval accuracy and context preservation when dealing with complex documents.

The audience will learn how to configure this service, how to manage it long term and what the best practices for rolling it out across the organization. We will also discuss the different roles that can use this service and what problems it will solve.

In this video, we'll show you how to understand what makes up EC2-Other spend in Cost Explorer. Tips and Tricks for Exploring your Data in AWS Cost Explorer - https://go.aws/42vrsfp Subscribe to AWS: https://go.aws/subscribe Sign up for AWS: https://go.aws/signup AWS free tier: https://go.aws/free Explore more: https://go.aws/more Contact AWS: https://go.aws/contact Next steps: Explore on AWS in Analyst Research: https://go.

Discover how the latest Amazon Q Data Integration enhancements simplify ETL development in SageMaker Unified Studio (preview) and AWS Glue. We showcase the new DataFrame support in ETL code generation along with context-aware, multi-turn natural language interactions to build and refine visual DAGs, improving accuracy and relevance by understanding your AWS resources and configurations. Visit AWS Glue Generative AI Assistance https://awsonair.

Security leadership requires a holistic approach across physical and digital domains — and Amazon's diverse business portfolio presents unique challenges and opportunities in both realms. In this interview with Steve Schmidt, Amazon's Chief Security Officer, we'll explore how Amazon implements security across AWS, amazon.com, Whole Foods, Prime Video, Kuiper and more.

Threat modeling adoption is growing, but teams hit a wall converting 'what can go wrong' into realistic threats with actionable defense strategies. The challenge? Insufficient time and knowledge. In this code talk, we'll demonstrate how ThreatForest, our Threat-Model-as-Code solution, solves this problem.

Join us for an insightful exploration of cutting-edge AI technologies and their practical applications in enterprise environments. Our speakers will guide you through the landscape of AI implementation and the transformative potential of AI agents. In our first segment, Rackspace's Manager of AI/ML Solutions Architecture, Prashant Mishra, shares insights on effective AI implementation strategies.

To counter evolving cyber threats, organizations must fortify their backup infrastructure for recovery resilience, aligned with NIST CSF 2.0. This session explores three critical pillars: immutability with isolation, integrity validation, and predictable availability. AWS Backup enables these through Vault Lock for tamper-proof backups, restore testing for integrity assurance, and integration with partner solutions for enhanced forensic analysis.