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

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

2025-12-05 · AWS re:Invent 2024 Watch
video
Agile/Scrum AI/ML AWS Aurora Cloud Computing Data Lake Data Management Data Quality RAG Amazon SageMaker

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

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 agents powered by streaming data and Retrieval Augmented Generation

AWS re:Invent 2025 - Autonomous agents powered by streaming data and Retrieval Augmented Generation

2025-12-05 · AWS re:Invent 2024 Watch
video
Agile/Scrum Flink AWS Kinesis Cloud Computing RAG

Unlock the potential of intelligent autonomous agents that combine real-time streaming data with Retrieval Augmented Generation (RAG) for dynamic decision-making. You will learn how to use streaming technologies like Amazon Kinesis, Amazon MSK, and Managed Service for Apache Flink create a robust pipeline to transform raw events into actionable insights. This session will show you how autonomous agents leverage these real-time insights with RAG architecture powered by OpenSearch, enabling immediate, context-aware responses to changing conditions. This practical architecture drives real-world value in critical scenarios like predictive maintenance, automated incident response, and intelligent customer service automation, with improved accuracy and reduced latency.

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 - Powering your Agentic AI experience with AWS Streaming and Messaging (ANT310)

AWS re:Invent 2025 - Powering your Agentic AI experience with AWS Streaming and Messaging (ANT310)

2025-12-05 · AWS re:Invent 2024 Watch
video
Agile/Scrum AI/ML Flink AWS Kinesis Cloud Computing GenAI Kafka

Organizations are accelerating innovation with generative AI and agentic AI use cases. This session explores how AWS streaming and messaging services such as Amazon Managed Streaming for Apache Kafka, Kinesis Data Streams, Amazon Managed Service for Apache Flink, and Amazon SQS build intelligent, responsive applications. Discover how streaming supports real-time data ingestion and processing, while messaging ensures reliable coordination between AI agents, orchestrates workflows, and delivers critical information at scale. Learn architectural patterns that highlight how a unified approach acts on data as fast as needed, providing the reliability and scale to grow for your next generation of 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 - Using Strands Agents to build autonomous, self-improving AI agents (AIM426)

AWS re:Invent 2025 - Using Strands Agents to build autonomous, self-improving AI agents (AIM426)

2025-12-05 · AWS re:Invent 2024 Watch
video
Agile/Scrum AI/ML AWS Cloud Computing

Explore the cutting edge of AI with Strands Agents—autonomous systems that evolve and learn continuously. We'll demonstrate advanced agents that can identify knowledge gaps, self-modify reasoning strategies, and dynamically build tools. These systems learn from interactions, improving decision-making without human intervention while communicating through multiple protocols and real-time, bi-directional streaming. Using Strands' model-driven approach, agents operate independently for extended periods, continuously enhancing effectiveness. Through real-world examples, see how self-improving agents have transformed business processes by adapting to changing requirements automatically. Join us to challenge conventional thinking about agent limitations and reshape your approach to building truly autonomous 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 - Scaling foundation model inference on Amazon SageMaker AI (AIM424)

AWS re:Invent 2025 - Scaling foundation model inference on Amazon SageMaker AI (AIM424)

2025-12-03 · AWS re:Invent 2024 Watch
video
Agile/Scrum AI/ML AWS Cloud Computing LLM Amazon SageMaker

Learn how to optimize and deploy popular open-source models like Qwen3, GPT-OSS, and Llama4 using advanced inference engines such as vLLM on SageMaker. We'll explore key features including bidirectional streaming for audio and text applications, and share proven optimization techniques for inferencing. Through live demos, learn to boost performance with KV caching, intelligent routing, and autoscaling to maintain stability under varying loads. We'll demonstrate solutions for building Agentic workflows with SageMaker AI, LangChain, and Amazon Bedrock AgentCore integration and share best practices helping you confidently move from prototype to trusted AI experiences that delight users.

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 - Amazon Kinesis Data Streams under the hood (ANT423)

AWS re:Invent 2025 - Amazon Kinesis Data Streams under the hood (ANT423)

2025-12-03 · AWS re:Invent 2024 Watch
video
Agile/Scrum AWS Kinesis Cloud Computing

Discover how AWS is changing data streaming with Amazon Kinesis Data Streams for infrastructure and operations. This session will explore recent innovations in how Kinesis Data Streams enables you to build robust, scalable data streaming applications that can handle millions of events per second. Join this session to see how you can leverage Amazon Kinesis Data Streams to build scalable, resilient data streaming applications for faster insights and improved decision-making.

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 - Binge-worthy: Netflix's journey to Amazon Aurora at scale (DAT322)

AWS re:Invent 2025 - Binge-worthy: Netflix's journey to Amazon Aurora at scale (DAT322)

2025-12-02 · AWS re:Invent 2024 Watch
video
Agile/Scrum AWS Aurora Cloud Computing

In this session, learn how Netflix successfully orchestrated the migration of terabytes of mission-critical data across 100+ clusters to Amazon Aurora while ensuring continuous service for millions of global subscribers. Through a detailed examination of their innovative approach combining AWS Database Migration Service and Netflix's proprietary Data Streaming Platform, explore how they achieved near-zero downtime and maintained data integrity throughout this complex transition. Technical leaders will gain actionable insights into architecting similar migrations, managing risks, and leveraging AWS tools effectively. Join us to learn how Netflix's experience can inform your own database modernization strategy.

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 - Operating Apache Kafka and Apache Flink at scale (ANT307)

AWS re:Invent 2025 - Operating Apache Kafka and Apache Flink at scale (ANT307)

2025-12-02 · AWS re:Invent 2024 Watch
video
Agile/Scrum AI/ML Analytics Flink AWS Cloud Computing Kafka

Enterprises use Apache Kafka and Apache Flink for an increasing number of mission-critical use-cases, real-time analytics, application messaging, and machine learning. As this usage grows in size and scale, so does the criticality, scale, and cost of managing the Kafka and Flink clusters. Learn how customers can achieve the same or higher availability and durability of their growing clusters, both at lower unit costs and with operational simplicity with Amazon MSK (Managed Streaming for Apache Kafka), and Amazon MSF (Managed Streaming for Apache Flink).

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 2024 - Build large-scale transactional data lakes with open table formats (ANT336)

AWS re:Invent 2024 - Build large-scale transactional data lakes with open table formats (ANT336)

2024-12-06 · AWS re:Invent 2024 Watch
video
by Radhika Ravirala (AWS) , Giovanni Matteo Fumarola (AWS)
Agile/Scrum AI/ML Analytics AWS Cloud Computing GenAI

Transform your data landscape by building large-scale transactional data lakes using open table formats (OTFs) with AWS analytics services. The rise of generative AI and ML demands robust and scalable data infrastructure, and OTFs offer a cutting-edge solution for modern data architectures. Learn best practices for operating tables at scale, focusing on high performance, cost optimization, and operational excellence. This session also covers streaming data challenges, showcasing how OTFs enable seamless schema evolution and strong reliability for streaming workloads.

Learn more: AWS re:Invent: https://go.aws/reinvent. 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 #AWSreInvent2024

AWS re:Invent 2024 - What’s new: Data streaming on AWS (ANT327)

AWS re:Invent 2024 - What’s new: Data streaming on AWS (ANT327)

2024-12-05 · AWS re:Invent 2024 Watch
video
by Anusha Dasarakothapalli (Amazon Web Services) , Vidyasagar Kamma (Verizon) , Ashish Palekar (Amazon Web Services)
Agile/Scrum AWS Cloud Computing Data Management

Learn how AWS is reimagining data streaming with end-to-end managed and serverless capabilities across core infrastructure, systems operations, data integration, data processing, and data management for customers to modernize their data platforms. Learn about new and recent innovations for collecting, processing, and analyzing streaming data, including improved scalability, high resiliency, lower latency, and native integrations with many AWS and third-party services. Join this session to see how you can use AWS streaming solutions to build scalable, resilient data streaming applications for faster insights and improved decision-making.

Learn more: AWS re:Invent: https://go.aws/reinvent. 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 #AWSreInvent2024

AWS re:Invent 2024 - Accelerate value from data: Migrating from batch to stream processing (ANT324)

AWS re:Invent 2024 - Accelerate value from data: Migrating from batch to stream processing (ANT324)

2024-12-04 · AWS re:Invent 2024 Watch
video
by Usama Naseem (Amazon MSK, AWS) , Sofia Zilberman (AWS)
Agile/Scrum AI/ML Analytics AWS Cloud Computing DWH ETL/ELT GenAI Redshift

Growing business needs for incorporating real-time insights into conventional use cases is pushing the data transformation envelope from batch processing to streaming. From gaming to clickstream to generative AI use cases, batch analytical workloads today want high throughput, low latency, and simplified ingestion mechanisms for real-time insights and visualizations. Join this session to hear from experts on how to successfully migrate from batch to stream processing using AWS streaming services that provide scalable integrations and real-time capabilities across services such as Amazon Redshift for real-time data warehousing analytics and ELT pipelines.

Learn more: AWS re:Invent: https://go.aws/reinvent. 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 #AWSreInvent2024

AWS re:Invent 2024 - A practitioner’s guide to data for generative AI (DAT319)

AWS re:Invent 2024 - A practitioner’s guide to data for generative AI (DAT319)

2024-12-03 · AWS re:Invent 2024 Watch
video
by Jonathan Katz (Amazon Redshift) , Siva Raghupathy (AWS)
Agile/Scrum AI/ML AWS Aurora AWS Glue Kinesis Cloud Computing Data Lake Data Quality GenAI RAG

In this session, gain the skills needed to deploy end-to-end generative AI applications using your most valuable data. While this session focuses on the Retrieval Augmented Generation (RAG) process, the concepts also apply to other methods of customizing generative AI applications. Discover best practice architectures using AWS database services like Amazon Aurora, Amazon OpenSearch Service, or Amazon MemoryDB along with data processing services like AWS Glue and streaming data services like Amazon Kinesis. Learn data lake, governance, and data quality concepts and how Amazon Bedrock Knowledge Bases, Amazon Bedrock Agents, and other features tie solution components together.

Learn more: AWS re:Invent: https://go.aws/reinvent. 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 #AWSreInvent2024