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Sunita Koppar will walk through AI landscape, significance of inference monitoring and mechanisms of monitoring AIML pipelines with SageMaker AI and MLFlow. Traditional ML is NOT being replaced by LLMs for most operational ML use cases. LLMs excel at language/generative tasks but are too expensive, slow, and inaccurate for structured prediction tasks.

Twitch stream from aws

Transformco uses agentic AI to handle over a million customer service calls effectively and cost-efficiently. They chose to collaborate with AWS for the speed and scale they needed. With all of Transformco's data in AWS, developers can move projects into production in days instead of months. Subscribe to AWS: https://go.aws/subscribe Create a free AWS account: https://go.aws/signup Try AWS for free: https://go.aws/free Connect with an expert: https://go.aws/contact Explore more: https://go.

AWS 2025 re:Invent Customer Story: AIGCode. Subscribe to AWS: https://go.aws/subscribe Create a free AWS account: https://go.aws/signup Try AWS for free: https://go.aws/free Connect with an expert: https://go.aws/contact Explore more: https://go.aws/more Next steps: Explore on AWS in Analyst Research: https://go.aws/reports Discover, deploy, and manage software that runs on AWS: https://go.aws/marketplace Join the AWS Partner Network: https://go.

PointFive is a Cloud and AI Efficiency Engine built for AWS customers who want to move beyond basic recommendations and capture real savings. By combining resource-level metadata, logging, and network analysis, PointFive delivers trustworthy, actionable insights that engineers believe in—bridging the gap between cloud bill owners and the developers responsible for change. The result? Customers consistently achieve ROI within their first 60 days. See how PointFive works on your AWS environment.

Twitch stream from aws

INSERT DESCRIPTION HERE Learn more about AWS events: https://go.aws/events Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4 ABOUT AWS Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world’s most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally.

Discover how open source projects can transform into profitable businesses through managed services and AI agents, leveraging AWS Global Startup Program support for technical and go-to-market success. Learn more: More AWS events: https://go.aws/3kss9CP Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.

INSERT DESCRIPTION HERE Learn more about AWS events: https://go.aws/events Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4 ABOUT AWS Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world’s most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally.

Many organizations struggle to maintain consistent security controls across their cloud infrastructure as they scale, often discovering compliance violations only after resources are deployed. This reactive approach leads to security gaps, compliance issues, and costly remediation efforts. This code talk will discuss security best practices using AWS CloudFormation Hooks and AWS CloudFormation Guard, demonstrating how to prevent non-compliant infrastructure deployments before they occur.

Join Raf Lopes and Sri Kola for "Your Guide to the AWS Serverless Demonstrated Microcredential," a 3-episode live streaming series designed to prepare you for the AWS Serverless Demonstrated Microcredential exam. This hands-on series goes beyond traditional multiple-choice testing by focusing on practical, real-world skills that demonstrate true mastery.

Amazon SageMaker AI provides purpose-built capabilities that create a reliable path to production for customized AI models that power your agentic AI applications. With SageMaker AI and Bedrock AgentCore, standardize and automate processes to move AI models and agents from prototype to production with reliability, observability, and governance at scale.