AWS re:Invent 2025 - Build, govern, and share Amazon Quick Suite dashboards with Amazon SageMaker

2025-12-08 Watch

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Agile/Scrum AWS BI Cloud Computing Dashboard Amazon SageMaker

Learn how to go from finding data in Amazon SageMaker Catalog to building shareable dashboards in Amazon Quick Suite in a single, secure workflow. This session shows how the integration between the next generation of Amazon SageMaker and Amazon Quick Suite brings business intelligence dashboard governance into the same environment where you discover and prepare data. See how to manage access, ensure compliance, and share trusted insights across teams without moving data between systems.

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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. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Customize Amazon Nova models for enhanced tool calling (AIM380)

2025-12-07 Watch

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Agile/Scrum API AWS Cloud Computing Amazon SageMaker

Learn how to leverage Amazon SageMaker's training jobs with recipes to fine-tune Nova models using Direct Preference Optimization (DPO) and Supervised Fine-Tuning (SFT) techniques and seamlessly deploy them in Amazon Bedrock. This session demonstrates how to fine-tune Nova models for advanced tool-calling capabilities, enabling intelligent agents that can autonomously execute workflows by interfacing with multiple AWS services, custom APIs, and internal tools. Learn how to customize, evaluate, and deploy Nova models for production-ready agentic systems that can handle multi-step business processes while maintaining reliability and control.

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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. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - SageMaker HyperPod: Checkpointless & elastic training for AI models (AIM3338)

2025-12-07 Watch

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Agile/Scrum AI/ML AWS Cloud Computing ELK GenAI

Transform your generative AI model development with checkpointless and elastic training on Amazon SageMaker HyperPod. Learn how checkpointless training eliminates costly downtime by automatically recovering from infrastructure faults in minutes instead of hours, using peer-to-peer state transfer without relying on restarting from checkpoints. Discover how elastic training can dynamically expand to claim idle accelerators or gracefully contract when higher-priority tasks need capacity, all without manual intervention. See how these innovations help you maintain forward training momentum despite infrastructure faults or fluctuations in resource availability, helping you scale and accelerate generative AI model development across hundreds to thousands of AI accelerators.

Learn more: More AWS events: https://go.aws/3kss9CP

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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. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - SageMaker & MLflow: Innovate faster with no infrastructure management (AIM3340)

2025-12-07 Watch

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Agile/Scrum AI/ML AWS Cloud Computing GenAI Amazon SageMaker

As organizations build and customize multiple AI models and agents, managing experiments, versions, and evaluations becomes increasingly complex. In this session, see how Intuit, a leader in financial technology, is using Amazon SageMaker with MLflow to accelerate their AI initiatives and empower their teams to build and deploy AI solutions with confidence. Discover how this new capability eliminates infrastructure management while providing comprehensive experiment tracking, model evaluation, and observability. Learn to efficiently manage your growing AI portfolio across traditional ML, custom models, generative AI applications, and fine-tuned agents—all from a single, streamlined environment.

Learn more: More AWS events: https://go.aws/3kss9CP

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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. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - iTTi's Cross-Company Data Mesh Blueprint with Amazon SageMaker (ANT342)

2025-12-07 Watch

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Agile/Scrum AWS Amazon EMR Cloud Computing Data Lake Amazon SageMaker

This session shares the journey of implementing a hybrid Data Mesh architecture within a multi-company holding, balancing centralization and decentralization needs. We will cover how our hybrid approach leverages Amazon EMR on EKS for data lake ingestion and Amazon SageMaker to enable self-service data discovery, data product subscription, and consumption, allowing companies within the group to autonomously explore, access, and utilize data products while maintaining centralized governance. Through ITTI - Grupo Vázquez's real-world experience, attendees will learn how this hybrid data mesh architecture successfully addresses diverse data domains, varying governance requirements, and rapid value delivery needs.

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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. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Build more effective agents through model customization (AIM383)

2025-12-07 Watch

video

Agile/Scrum AI/ML AWS Cloud Computing Amazon SageMaker

​Agentic applications interpret inputs and take actions within a customer’s enterprise environment, and model customization enables agents that understand the business and provides responses or actions that are appropriate for the use case. In this session, we will cover recent advancements like Nova customization on SageMaker AI and on-demand inferences on custom models, which lower the cost and effort needed for model customization. Explore customization techniques available through available recipes, walk through how you can enjoy the same low on-demand inference prices with your custom models, and learn how custom Nova models improve the price-performance for agentic use cases.

Learn more: More AWS events: https://go.aws/3kss9CP

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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. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Customize AI models & accelerate time to production with Amazon SageMaker AI

2025-12-07 Watch

video

Agile/Scrum AI/ML AWS Cloud Computing Data Quality LLM

Customizing models often requires lengthy iteration cycles. Now with Amazon SageMaker AI, you can accelerate the model customization process from months to days. With an easy-to-use interface, you can quickly get started and customize popular models with your own data, including Amazon Nova, Llama, Qwen, DeepSeek, and GPT-OSS, with the latest customization techniques such as reinforcement learning and direct preference optimization. In addition, with the AI agent-guided workflow (in preview), you can use natural language to generate synthetic data, analyze data quality, and handle model training and evaluation—all entirely serverless. Join us to learn how you can accelerate your model customization journey.

Learn more: More AWS events: https://go.aws/3kss9CP

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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. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 -Develop AI Agents faster with Amazon SageMaker Studio & Bedrock AgentCore-AIM388

2025-12-07 Watch

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Agile/Scrum AI/ML AWS Cloud Computing Amazon SageMaker

Perfect for both newcomers and experienced practitioners looking to accelerate their AI agent development journey, this sessions will teach you to build and deploy AI agents using Amazon SageMaker Studio and Amazon Bedrock AgentCore. In this breakout session, you'll learn how to integrate enterprise data, train custom models, and deploy production-ready agents. We'll demonstrate how to streamline the entire machine learning lifecycle, from data preparation to deployment.

Learn more: More AWS events: https://go.aws/3kss9CP

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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. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Customize & scale foundation models using Amazon SageMaker AI (AIM363)

2025-12-07 Watch

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Agile/Scrum AI/ML AWS Cloud Computing Amazon SageMaker

Foundation models are able to solve a wide array of tasks, however to solve most tasks effectively, these models require some form of customization. In this session, you’ll learn about how you can get started with advanced customization of foundation models using SageMaker AI, while optimizing cost and performance. You’ll learn how you can use SageMaker AI for advanced techniques such as parameter-efficient fine-tuning, direct preference optimization, and reinforcement fine-tuning, for both proprietary as well as publicly available foundation models. You’ll walk away understanding how to use SageMaker AI to get the most value from your AI investments.

Learn more: More AWS events: https://go.aws/3kss9CP

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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. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Scale AI agents with custom models using Amazon SageMaker AI & SGLang (AIM387)

2025-12-06 Watch

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Agile/Scrum AI/ML AWS Cloud Computing Amazon SageMaker

Are you looking to customize foundation models and deploy AI agents at scale? Learn how to leverage Amazon SageMaker AI to build performant agentic workflows with customized open-weight models. This session covers the end-to-end journey: use Amazon SageMaker AI for model customization, track experiments with managed MLflow, establish governance with Amazon SageMaker AI Model Registry, and deploy optimized models using SGLang on Amazon SageMaker AI Inference for low-latency agent applications. Discover how to create repeatable, auditable workflows with Amazon SageMaker AI Pipelines while maintaining comprehensive observability and control for production AI systems. Includes a live demonstration of customizing and deploying an open-weight model, plus insights from SGLang's team on inference for agents.

Learn more: More AWS events: https://go.aws/3kss9CP

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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. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Best practices for building Apache Iceberg based lakehouse architectures on AWS

2025-12-06 Watch

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Agile/Scrum Athena AWS Amazon EMR AWS Glue Cloud Computing

Discover advanced strategies for implementing Apache Iceberg on AWS, focusing on Amazon S3 Tables and integration of Iceberg Rest Catalog with the lakehouse in Amazon SageMaker. We'll cover performance optimization techniques for Amazon Athena and Amazon Redshift queries, real-time processing using Apache Spark, and integration with Amazon EMR, AWS Glue, and Trino. Explore practical implementations of zero-ETL, change data capture (CDC) patterns, and medallion architecture. Gain hands-on expertise in implementing enterprise-grade lakehouse solutions with Iceberg on AWS.

Learn more: More AWS events: https://go.aws/3kss9CP

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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. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Master AI model development with Amazon SageMaker AI (AIM272)

2025-12-06 Watch

video

Agile/Scrum AI/ML AWS Cloud Computing Amazon SageMaker

Unlock the full potential of AI model customization with Amazon SageMaker AI. This session explores SageMaker AI's comprehensive model development tools, highlighting how it caters to any use case - from hands-on compute control to fully managed solutions. Dive into key features like Amazon Nova customization, end to end development with HyperPod, and flexible development environments. Listen to our customers share their journey, demonstrating how SageMaker AI accelerates AI innovation while optimizing resource utilization.

Learn more: More AWS events: https://go.aws/3kss9CP

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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. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Deep dive into databases zero-ETL integrations (DAT445)

2025-12-06 Watch

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Agile/Scrum AI/ML Analytics AWS Aurora Amazon RDS

In this session, learn how AWS zero-ETL integrations remove the need to manage complex data movement pipelines across multiple source database engines and targets so data engineers, architects, & DBAs can eliminate maintenance overhead while ensuring near real-time data availability for analytics & ML workloads. Examine the underlying architecture and how it works for the supported zero-ETL integrations between Amazon Aurora, Amazon DynamoDB, and Amazon RDS sources to Amazon Redshift, Amazon SageMaker, and Amazon OpenSearch Service targets - all without traditional ETL complexity. Dive into the data movement options, tunable settings, and how to monitor ongoing data movement.

Learn more: More AWS events: https://go.aws/3kss9CP

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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. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - A practitioner’s guide to data for agentic AI (DAT315)

2025-12-05 Watch

video

Agile/Scrum AI/ML AWS Aurora Cloud Computing Data Lake

In this session, gain the skills needed to deploy end-to-end agentic AI applications using your most valuable data. This session focuses on data management using processes like Model Context Protocol (MCP) and Retrieval Augmented Generation (RAG), and provides concepts that apply to other methods of customizing agentic AI applications. Discover best practice architectures using AWS database services like Amazon Aurora and OpenSearch Service, along with analytical, data processing and streaming experiences found in SageMaker Unified Studio. Learn data lake, governance, and data quality concepts and how Amazon Bedrock AgentCore and Bedrock Knowledge Bases, and other features tie solution components together.

Learn more: More AWS events: https://go.aws/3kss9CP

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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. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Fast-track to insights: AWS-SAP data strategy (ANT333)

2025-12-05 Watch

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Agile/Scrum AI/ML Analytics AWS Cloud Computing ETL/ELT

This lightning talk showcases AWS and SAP's innovative solution for enterprise data integration challenges. Learn how to access data between SAP and AWS environments, eliminating complex ETL pipelines while maintaining business context. In this talk, we will demonstrate how to enable zero-ETL integration between SAP and Amazon SageMaker so that you can reduce time spent building data pipelines and focus on running unified analytics and AI/ML on all your data.

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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. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Accelerate analytics and AI w/ an open and secure lakehouse architecture-ANT309

2025-12-05 Watch

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Agile/Scrum AI/ML Analytics AWS Cloud Computing Data Lakehouse

Data lakes, data warehouses, or both? Join this session to explore how to build a unified, open, and secure data lakehouse architecture, fully compatible with Apache Iceberg, in Amazon SageMaker. Learn how the lakehouse breaks down data silos and opens your data estate offering flexibility to use your preferred query engines and tools that accelerate time to insights. Learn about recent launches that improve data interoperability and performance, and enable large language models (LLMs) and AI agents to interact with your data. Discover robust security features, including consistent fine-grained access controls, attribute-based access control, and tag-based access control that help democratize data without compromises.

Learn more: More AWS events: https://go.aws/3kss9CP

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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. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Accelerating data engineering with AI Agents for AWS Analytics (ANT215)

2025-12-05 Watch

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Agile/Scrum AI/ML Analytics AWS Cloud Computing Data Engineering

Data engineers face critical time sinks: writing code to build analytics pipelines from scratch and upgrading Apache Spark versions. In this lightning talk, discover how AWS is addressing both challenges with AI agents that accelerate development cycles. Learn how the Amazon SageMaker Data Agent transforms natural language instructions into executable SQL and Python code within SageMaker notebooks, maintaining full context awareness of your data sources and schemas. Then explore the Apache Spark upgrade agent, which accelerates complex multi-month upgrade projects into week-long initiatives through automated code analysis and transformation. Walk away understanding how these agents work to automate manual work from your data engineering workflows, whether you're building new applications or modernizing existing ones.

Learn more: More AWS events: https://go.aws/3kss9CP

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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. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Accelerate AI workloads with UltraServers on Amazon SageMaker HyperPod (AIM362)

2025-12-05 Watch

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Agile/Scrum AI/ML AWS Cloud Computing Amazon SageMaker

Amazon SageMaker HyperPod streamlines compute and workload scheduling and management, allowing you to have access to compute resources faster and optimize spend more intelligently. In this session, we will demonstrate how, in a few quick steps, you can specify your preferred UltraServer instance type, desired amount, duration of your workload, and preferred start date and then watch HyperPod provision the infrastructure and run the workloads automatically. Learn to maximize compute resource utilization with HyperPod, and how HyperPod provides advance resiliency and maximizes performance with topology aware scheduling and comprehensive, multi-layered recovery for UltraServers.

Learn more: More AWS events: https://go.aws/3kss9CP

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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. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Customize models for agentic AI at scale with SageMaker AI and Bedrock (AIM381)

2025-12-05 Watch

video

Agile/Scrum AI/ML AWS Cloud Computing Amazon SageMaker

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. Learn how to leverage ModelOps tools like SageMaker Pipelines to orchestrate workflows for model deployment, manage MLflow to track experiments across prompt strategies and agent configurations, and use Model Registry to enable compliant versioning. Discover practical patterns for bringing customized AI models and agents into production—quickly and responsibly.

Learn more: More AWS events: https://go.aws/3kss9CP

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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. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Introducing the new Amazon SageMaker notebooks for analytics and ML (ANT212)

2025-12-04 Watch

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Agile/Scrum AI/ML Analytics AWS Cloud Computing Amazon SageMaker

Getting started with your data shouldn't require hours of setup or juggling multiple tools. Discover how the latest launches for Amazon SageMaker, including one-click onboarding of existing datasets and a new serverless notebook with a built-in AI agent help you move from raw data to production-grade pipelines and applications. We'll show you how our newest announcements translates into faster time-to-value, reduced operational overhead, and the ability to scale from exploration to production.

Learn more: More AWS events: https://go.aws/3kss9CP

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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. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Architecting the future: Amazon SageMaker as a data and AI platform (ANT351)

2025-12-04 Watch

video

Agile/Scrum AI/ML AWS Cloud Computing Data Lake Amazon SageMaker

Learn how organizations are modernizing their data architectures using the next generation of Amazon SageMaker to create AI-ready data platforms. This session covers how to design and build modern data architectures that enable both innovation and control, examining real-world patterns for data lake consolidation, cross-account governance, and AI integration. This session is ideal for enterprise architects and technical leaders planning large-scale architectural transformations to support their AI/ML initiatives.

Learn more: More AWS events: https://go.aws/3kss9CP

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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. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Explore what’s new in data and AI governance with SageMaker Catalog (ANT308)

2025-12-04 Watch

video

Agile/Scrum AI/ML AWS BI Cloud Computing Amazon SageMaker

Join this session to learn about the latest capabilities in Amazon SageMaker Catalog that help organizations govern data and AI more effectively. We will walk through new features that make it easier to discover, govern, and securely share structured and unstructured data, models, business intelligence dashboards, and applications. You’ll hear how customers are using these capabilities to improve data discovery and access, streamline compliance, and support AI initiatives.

Learn more: More AWS events: https://go.aws/3kss9CP

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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. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - What's new with Amazon SageMaker in the era of unified data and AI (ANT216)

2025-12-04 Watch

video

Agile/Scrum AI/ML Analytics AWS Cloud Computing Data Lakehouse

Learn the latest in data and AI development with the next generation of Amazon SageMaker. In this session, we'll cover new innovations that are transforming how enterprises build, deploy, and scale analytics and AI. Dive deep into the features of SageMaker Unified Studio, discover the latest catalog capabilities, and see how our lakehouse architecture is breaking down silos between data, analytics, and AI. From streamlined development experiences to enterprise-grade governance, you'll discover why Amazon SageMaker is the best place to to work with your data at AWS.

Learn more: More AWS events: https://go.aws/3kss9CP

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. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

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AWS re:Invent 2025 - Optimizing generative AI workloads for sustainability and cost (AIM253)

2025-12-04 Watch

video

Agile/Scrum AI/ML AWS Cloud Computing GenAI Amazon SageMaker

Learn how to build efficient generative AI solutions using AWS services like SageMaker and Bedrock. We'll explore practical optimization techniques including quantization and pruning, along with cost-saving infrastructure features such as spot instances and intelligent storage tiering. Discover how to leverage AWS's native capabilities to create high-performance AI solutions that are both environmentally conscious and budget-friendly.

Learn more: More AWS events: https://go.aws/3kss9CP

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. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Enabling AI innovation with Amazon SageMaker Unified Studio (ANT352)

2025-12-03 Watch

video

Agile/Scrum AI/ML AWS Cloud Computing Amazon SageMaker

Many enterprises want to build a culture of AI innovation and manage it at scale. Learn how a leading financial institution implemented a unified data and AI platform with built-in governance to solve this challenge. Using the next generation of Amazon SageMaker, their petabyte-scale solution enables users to discover and access data in a cloud-native marketplace then build in a unified data and AI development environment. This session is ideal for data and platform leaders looking to balance self-service capabilities with robust governance to enable AI initiatives.

Learn more: More AWS events: https://go.aws/3kss9CP

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. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS