AWS re:Invent 2025 - Optimize agentic AI apps with semantic caching in Amazon ElastiCache (DAT451)

2025-12-15 · AWS re:Invent 2024 Watch

video

Agile/Scrum AWS Cloud Computing RAG

Multi-agent AI systems now orchestrate complex workflows requiring frequent foundation model calls. In this session, learn how you can reduce latencies to single-digit milliseconds from single-digit seconds with vector search for Amazon ElastiCache for Valkey in agentic AI applications using semantic caching, while also reducing the cost incurred from your foundation models for production workloads. By implementing semantic caching in agentic architectures like RAG-powered assistants and autonomous agents, customers can create performant and cost-effective production-scale agentic AI systems.

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 - Web3 + AI: Agents that mean business (DAT318)

2025-12-09 · AWS re:Invent 2024 Watch

video

Agile/Scrum AWS Blockchain Cloud Computing Cyber Security Web3

AWS is accelerating Web3 development across diverse use cases, including AI agents entering the digital economy, through core infrastructure, specialized offerings, and partner solutions. Join AWS and Coinbase to dive deep into the fundamental building blocks and full-stack architecture where AI agents, powered by Amazon Bedrock, execute digital assets payments using open payment protocols over a public blockchain. To ensure transaction security, these agents are equipped with wallets built on AWS Nitro Enclaves. Join this session to learn how to leverage AWS and Coinbase technologies to shape the future of autonomous online payments.

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 - Data Processing architectures for building AI solutions (ANT328)

2025-12-08 · AWS re:Invent 2024 Watch

video

Agile/Scrum Athena AWS Amazon EMR AWS Glue Cloud Computing Data Management Cyber Security

Prepare to revolutionize your data infrastructure for the AI era with Amazon EMR, AWS Glue, and Amazon Athena. This session will guide you through leveraging these powerful AWS services to construct robust, scalable data architectures that empower AI solutions at scale. Gain insights into effective architectural strategies for data processing to build AI applications, optimizing for cost-efficiency and security. Explore architectural frameworks that underpin successful AI-driven data initiatives, and learn from field lessons on how to navigate modernization projects. Whether you’re starting your modernization journey or refining current setups, this session offers practical strategies to fast-track your organization towards achieving excellence in AI-powered data management.

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 - Agentic AI Meets responsible AI: Strategy and best practices (AIM422)

2025-12-07 · AWS re:Invent 2024 Watch

video

Agile/Scrum AWS Cloud Computing

AI agents offer powerful capabilities and require thoughtful design to help manage risks. This session explores responsible agentic AI implementation with appropriate controls and governance. Understand some of the scientific frontiers that inform design considerations, including the language of AI agents, context management, agent interactions, and common sense reasoning. Learn approaches for human oversight, risk mitigation, evaluation methods, and control mechanisms to help align agent behaviors with organizational goals, and help make agentic AI both effective and trustworthy.

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 - Agentic data engineering with AWS Analytics MCP Servers (ANT335)

2025-12-07 · AWS re:Invent 2024 Watch

video

Agile/Scrum Analytics Athena AWS Amazon EMR AWS Glue Cloud Computing Data Engineering Redshift

In this session, we will introduce AWS Analytics Model Context Protocol (MCP) Servers, including the Data Processing MCP Server and Amazon Redshift MCP Server, which enable agentic workflows across AWS Glue, Amazon EMR, Amazon Athena, and Amazon Redshift. You will learn how these open-source tools simplify complex analytics operations through natural language interactions with AI agents. We'll cover MCP server implementation strategies, real-world use cases, architectural patterns for deployment, and production best practices for building intelligent data engineering workflows that understand and orchestrate your analytics environment.

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 - Autonomous Web3 agents on AWS (DAT457)

2025-12-07 · AWS re:Invent 2024 Watch

video

Agile/Scrum AWS Blockchain Cloud Computing Web3

In this code talk, we will demonstrate how to leverage Amazon Bedrock AgentCore and Strands Agents SDK to build a crypto AI agent that can query real-time and historical blockchain data to perform analysis, execute on-chain transactions using integrated wallets, and more. Learn how to build an agent programmatically that can retrieve data from topic-specific knowledge bases, query historical public blockchain data provided by Open Data on AWS, query for real-time data, and sign blockchain transactions with AWS KMS.

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 - Supercharge app intelligence using gen AI with Amazon DocumentDB (DAT313)

2025-12-07 · AWS re:Invent 2024 Watch

video

Agile/Scrum AWS Cloud Computing GenAI MongoDB

In this session, explore how you can use the generative AI capabilities of Amazon DocumentDB (with MongoDB compatibility) to make your existing applications more powerful. See demos showcasing how easily you can implement semantic search, build chatbots, and execute ML predictions within Amazon DocumentDB.

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 - Deep Dive into Deloitte's Amazon Neptune GenAI Security Intelligence Center

2025-12-07 · AWS re:Invent 2024 Watch

video

Agile/Scrum AWS Cloud Computing GenAI Cyber Security

To adapt to an ever-changing threat landscape, effective cybersecurity must align policy interpretation, operational enforcement, and real-time metrics in a continuous feedback loop. Generative AI has a large role to play in retrieving relevant data and coordinating and adapting this complex task across a disparate set of tools and information sources. In this session you will learn about different options for developing GraphRAG capabilities using Amazon Neptune that supply highly relevant connected data to agentic workflows, and how Deloitte used the AWS GraphRAG Toolkit to build a Security Intelligence Center that produces predictive security guidance based on timely organizational context.

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 - Unlock Advanced Model Training: Reinforcement Fine-tuning on Bedrock (AIM3327)

2025-12-07 · AWS re:Invent 2024 Watch

video

Agile/Scrum AWS Cloud Computing

Organizations struggle to customize AI models for complex tasks due to the extensive human annotation required for traditional fine-tuning approaches. Learn how Amazon Bedrock's new Reinforcement Fine Tuning (RFT) capabilities enable developers to train models using custom evaluators instead of large labeled datasets. Discover how to implement RFT with Amazon Nova and open-source models using techniques like RLVR for code generation and RLAIF for AI feedback. We'll demonstrate how these RL-based customization methods improve model accuracy, safety, and adaptability for enterprise applications while reducing the burden of data annotation.

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 - Build production AI agents with the Strands Agents SDK for TypeScript (AIM3331)

2025-12-07 · AWS re:Invent 2024 Watch

video

Agile/Scrum AWS Cloud Computing JavaScript LLM Python TypeScript

Discover how to build enterprise-ready AI agents using the newly launched Strands Agents SDK for TypeScript. This session introduces developers to a simple model-driven framework for building agents that run on any cloud, support multiple LLM providers, and integrate with the tools you already have. Learn how TypeScript developers can now leverage the same production-ready agent framework that Python teams have been using, with full type safety and seamless integration into modern JavaScript ecosystems. We'll cover key features, demonstrate multi-agent patterns, and explore deployment options from Amazon EKS to Amazon Bedrock AgentCore with live coding examples.

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 - From prompt to production: On-brand marketing images with Amazon Nova (AIM373)

2025-12-07 · AWS re:Invent 2024 Watch

video

Agile/Scrum AWS Cloud Computing Marketing

Ad and marketing teams are racing to harness text-to-image models, but creating high-quality, on-brand visuals at production scale has remained unsolved. Until now. Generating marketing images isn’t just about automation; it’s about balancing speed, creative fidelity, and brand alignment—which has never before been explored in a scalable, production-ready workflow with agents. In this breakout session, discover the challenges of bringing text-to-image into real-world campaigns and the breakthrough that makes it possible. Join this session to learn how to create scalable, robust, and brand-aligned agentic workflows using Nova Canvas and Nova Pro, and see how AI can supercharge your creative pipeline.

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 - SageMaker HyperPod: Checkpointless & elastic training for AI models (AIM3338)

2025-12-07 · AWS re:Invent 2024 Watch

video

Agile/Scrum AWS Cloud Computing ELK GenAI Amazon SageMaker

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

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 - SageMaker & MLflow: Innovate faster with no infrastructure management (AIM3340)

2025-12-07 · AWS re:Invent 2024 Watch

video

Agile/Scrum 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

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 - Build gpu-boosted, auto-optimized, billion-scale VectorDBs in hours (ANT213)

2025-12-07 · AWS re:Invent 2024 Watch

video

Agile/Scrum AWS Cloud Computing GenAI Vector DB

Amazon OpenSearch Service lets you search billions of vectors in milliseconds and with high accuracy to support semantic search and power generative AI. Learn how we're democratizing vector search and accelerating AI application development with vector index GPU-acceleration and auto-optimization on Amazon OpenSearch Service. These new features allow you to build billion-scale vector database in under an hour, and index vectors 10x faster at only a quarter of the cost, while auto-optimizing for search speed, quality and cost savings.

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 - Build more effective agents through model customization (AIM383)

2025-12-07 · AWS re:Invent 2024 Watch

video

Agile/Scrum 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

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 - Customize AI models & accelerate time to production with Amazon SageMaker AI

2025-12-07 · AWS re:Invent 2024 Watch

video

Agile/Scrum AWS Cloud Computing Data Quality LLM Amazon SageMaker

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

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 - Building an AI-powered waste classification using Amazon Nova & IoT (AIM256)

2025-12-07 · AWS re:Invent 2024 Watch

video

Agile/Scrum AWS Cloud Computing IoT

AWS Chile revolutionized waste management by developing an intelligent classification system using Amazon Nova, IoT, and serverless architecture. This revolutionary solution processes waste items in under 3 seconds with 95% accuracy, while keeping implementation costs below $300 USD and operational costs under $3 per 1,000 images. Explore the technical architecture integrating edge computing, computer vision, and AI to create a real-time classification system that improved recycling efficiency by 52%, preventing 644.7 kg of CO2 emissions in six months. Learn to implement this cost-effective solution in your organization using AWS, and understand key challenges and lessons learned from this sustainability initiative.

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 - Build serverless chatbots using Amazon ElastiCache & Aurora PostgreSQL (DAT314)

2025-12-07 · AWS re:Invent 2024 Watch

video

Agile/Scrum AWS Aurora Cloud Computing GenAI postgresql

In this session, learn how to build a serverless-first chatbot application by leveraging Amazon Aurora with pgvector as a vector store and Amazon ElastiCache Serverless for Valkey to manage chat history, semantic caching, and agent memory. Discover how to harness these services to create contextually aware, scalable chatbots with agentic capabilities that retain conversational memory across interactions. Explore architectural patterns, implementation strategies, and real-world use cases. Gain insights into optimizing query latency, performance, and cost-effectiveness. Whether you’re a developer, architect, or decision-maker, this session equips you with practical knowledge to build modern, serverless-powered chatbot applications using generative AI.

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 -Develop AI Agents faster with Amazon SageMaker Studio & Bedrock AgentCore-AIM388

2025-12-07 · AWS re:Invent 2024 Watch

video

Agile/Scrum 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

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 - Customize & scale foundation models using Amazon SageMaker AI (AIM363)

2025-12-07 · AWS re:Invent 2024 Watch

video

Agile/Scrum 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

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