AWS re:Invent 2024 Topics | Amazon Web Services

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heading heading-4">AWS re:Invent offers learning sessions on many topics in a variety of formats and at various levels so you can expand your knowledge and grow your skills at a pace that is right for you. Select a topic from the list to learn more about these opportunities at re:Invent.</span> </div></h2><a data-fade-in href="https://translate.google.com/website?sl=pl&tl=lv&hl=en-GB&u=https://registration.awsevents.com/flow/awsevents/reinvent24/public/page/catalog" class="cta-outline trkButton" title="Opens in New Tab" name="topics_hero_full_session_catalog" val="linkClick" aria-label="See full session catalog" data-transition-item="" data-cmp-data-layer="{"secondaryhero-94d6d4b966-cta-0":{"@type":"awsevents/components/secondaryhero/cta","dc:title":"See full session catalog","xdm:linkURL":"https://registration.awsevents.com/flow/awsevents/reinvent24/public/page/catalog"}}" target="_blank" rel="noopener noreferrer" data-cta="" data-cmp-clickable><span class="copy">See full session catalog</span></a> </div> </div> </div> </div> <div class="railsubnavigation aem-GridColumn aem-GridColumn--default--12"> <div id="railsubnavigation-54a9f8588f" class="rail-sub-navigation-wrapper"> <nav 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heading-5"> Storage </span> </button> </div> </div> </div> </div> </nav> <div class="right-section"> <div data-anchor-cmp="" class="bump"></div> <div class="container responsivegrid tabcontent subnavsection">  <div id="aiml" class="cmp-container"><span class="vertical-bar"></span> <div class="experiencefragment"> <div id="experiencefragment-f51f0de433" class="cmp-experiencefragment cmp-experiencefragment--topics"> <div id="container-39612dd788" class="cmp-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-5811253ad3"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper new-wrapper variation6-wrapper " data-fade-in=""> <div class="eyebrow"> Topic </div> <div class="heading heading-1 title" data-transition-item> <div class="title"> <div id="title-f6b2f979c5" class="cmp-title"> <h2 class="heading heading-1"><span class="title">AI/ML</span></h2> </div> </div> </div> <div class="rich-text-wrapper"> <div class="rich-text rich-text-cta"> <div class="columns-wrapper "> <div class="column"> <div class="text"> <div id="text-924ae13898" class="cmp-text"><span class="copy body">AI/ML sessions at re:Invent explore how to get deeper insights from your data while lowering costs with machine learning (ML). Learn how AWS helps you at every stage of your ML adoption journey with the most comprehensive set of ML services and purpose-built infrastructure. AWS pre-trained artificial intelligence (AI) services provide ready-made intelligence for your applications and workflows.</span> </div> </div> </div> <div class="column"> <div class="text"> <div id="text-c30e4a6d9d" class="cmp-text"><span class="copy body">AI services easily integrate with your applications to address common use cases such as creating personalized recommendations, modernizing your contact center, improving safety and security, and increasing customer engagement. AWS also makes AI accessible to more people, from builders and data scientists to business analysts and students.</span> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div class="image aem-GridColumn aem-GridColumn--default--12"> <div data-cmp-is="image" data-asset-id="ca781a8d-83a7-47cb-86a2-21e058c9b5f4" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/ai-ml/ai-ml-2.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/ai-ml/ai-ml-2.png" class="cmp-image__image" itemprop="contentUrl" width="1082" height="460" alt="AI/ML"> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-8b05d8c5ae"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper new-wrapper variation6-wrapper " data-fade-in=""> <div class="eyebrow"> Learning sessions </div> <div class="heading heading-1 title" data-transition-item> <div class="title"> <div id="title-0f8fb4b294" class="cmp-title"> <h2 class="heading heading-1"><span class="title">Chart your AI/ML journey</span></h2> </div> </div> </div> <div class="rich-text-wrapper"> <div class="rich-text rich-text-cta"> <div class="columns-wrapper "> <div class="column"> <div class="text"> <div id="text-c710b000ff" class="cmp-text"><span class="copy body">Sessions at re:Invent are offered in various formats and at different levels so you can learn at your own pace. Here are some examples from our catalog.</span> </div> </div> </div> <div class="column"> <div class="text"> </div> </div> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-e7f0562107"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="bd2f3d6f-004d-4a4b-8085-a34173af43a2" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/sessions/chalk-talks.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/sessions/chalk-talks.png" class="cmp-image__image" itemprop="contentUrl" width="539" height="340" alt="Breakout session"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-9a42a53eaf" class="cmp-text"> <div class="eyebrow"> Breakout session </div> <p><span class="copy body">AIM302 | KONE safeguards AI applications with Amazon Bedrock Guardrails</span></p> <p> </p> <p><span class="copy body">Amazon Bedrock Guardrails enables organizations to deliver consistently safe and moderated user experiences through generative AI applications, regardless of the underlying foundation models (FM). Join the session to deep dive into how guardrails provide additional customizable safeguards on top of the native protections of FMs, delivering industry-leading safety protection. Finally, hear from KONE's CEO on how they use Amazon Bedrock Guardrails to provide safe and accurate real-time AI support to 30,000 technicians that execute 80,000 field customer visits per day. Get their tips on adoption of responsible AI principles that deliver value while achieving productivity gains.</span></p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-b9f85aa6dd"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="3fbd88e8-d8f3-472f-b503-a395c72c1c59" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/ai-ml/img-2.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/ai-ml/img-2.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Breakout session"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-461b43a78d" class="cmp-text"> <div class="eyebrow"> Breakout session </div> <p><span class="copy body">AIM306 | Tool use & agents at the frontier: Advanced techniques for LLM actions</span></p> <p> </p> <p><span class="copy body">Base LLMs can read and write but aren't capable of acting on their own. Tool use and agents allow models to connect to your APIs and other real-world systems to turn their knowledge into action. Discover how to use advanced prompt engineering and clever system design to craft powerful automations using Anthropic’s Claude models in Amazon Bedrock, learning specialized tool syntax and optimizing solutions through strategic planning. Also, learn how frameworks like Amazon Bedrock Agents are pushing the boundaries of AI capabilities. Join us to explore the forefront of AI-driven automation and elevate your LLM skills.</span></p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-532c3e43a6"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="177cf0fe-61e1-4ed5-be1c-5ac043a4fcc4" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/ai-ml/img-3.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/ai-ml/img-3.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Breakout session"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-88de8b151c" class="cmp-text"> <div class="eyebrow"> Breakout session </div> <p><span class="copy body">AIM307 | Reduce FM deployment costs and latency with Amazon SageMaker</span></p> <p> </p> <p><span class="copy body">Organizations need robust, scalable, and cost-effective solutions to deploy and serve foundation models (FMs). This session explores how to use Amazon SageMaker to deploy FMs to make predictions at the best price performance for any use case. Get a detailed overview of deployment strategies to support large-scale generative AI inferencing, and learn how to architect solutions that optimize performance and cost.</span></p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-8e891f3e8e"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="93d574a3-2caa-498b-8245-e7894afe11e4" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/ai-ml/img-4.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/ai-ml/img-4.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Breakout session"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-01a6d693ad" class="cmp-text"> <div class="eyebrow"> Breakout session </div> <p><span class="copy body">AIM308 | Train large models on Amazon SageMaker for scale and performance</span></p> <p> </p> <p><span class="copy body">Amazon SageMaker offers the highest-performing ML infrastructure and a resilient training environment to help you train foundation models (FMs) for months without disruption. Top AI companies, from enterprises to startups, build cutting-edge models with billions of parameters on SageMaker. Discover how you can save up to 40% in training time and costs with state-of-the-art training capabilities such as Amazon SageMaker HyperPod, training jobs, and optimized distributed training frameworks. Join this session to learn how to run large-scale, cost-effective model training on SageMaker to accelerate generative AI development.</span></p> </div> </div> </div> </div> </div> </div> <div class="embed aem-GridColumn aem-GridColumn--default--12">  <div id="embed-bbb9052d14" class="cmp-embed"> <p> </p> <p> </p> <p> </p> <p> </p> </div> </div> <div class="link button aem-GridColumn aem-GridColumn--default--12"> <a id="link-309549d7f6" class="cta-outline trkButton " href="https://translate.google.com/website?sl=pl&tl=lv&hl=en-GB&u=https://registration.awsevents.com/flow/awsevents/reinvent24/public/page/catalog?search.topic%3D1707430256139001EhRR" title="Explore all AI/ML sessions" target="_blank" rel="noopener noreferrer" name="topics_ai_ml_session_catalog" val="linkClick" data-cta=""> <span class="copy">Explore all AI/ML sessions</span> <div class="underline"></div></a> </div> <div class="embed aem-GridColumn aem-GridColumn--default--12">  <div id="embed-77a0b62c9e" class="cmp-embed"> <p> </p> <p> </p> <p> </p> <p> </p> </div> </div> </div> </div> </div> </div> </div> </div> <div data-anchor-cmp="" class="bump"></div> <div class="container responsivegrid tabcontent subnavsection">  <div id="analytics" class="cmp-container"><span class="vertical-bar"></span> <div class="experiencefragment"> <div id="experiencefragment-4128b20daf" class="cmp-experiencefragment cmp-experiencefragment--topics"> <div id="container-8c2e179bd8" class="cmp-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-c38b670964"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper new-wrapper variation6-wrapper " data-fade-in=""> <div class="eyebrow"> Topic </div> <div class="heading heading-1 title" data-transition-item> <div class="title"> <div id="title-12c0a5dbff" class="cmp-title"> <h2 class="heading heading-1"><span class="title">Analytics</span></h2> </div> </div> </div> <div class="rich-text-wrapper"> <div class="rich-text rich-text-cta"> <div class="columns-wrapper "> <div class="column"> <div class="text"> <div id="text-e251e7329a" class="cmp-text"><span class="copy body">Analytics sessions at re:Invent explore how to establish a robust and scalable data infrastructure to leverage data analytics, machine learning, and generative AI, and to drive continuous innovation. Learn strategies for simplifying the creation and management of data infrastructure while emphasizing ease of use, low-code or no-code solutions, seamless integrations, interoperability, and cost optimization techniques.</span> </div> </div> </div> <div class="column"> <div class="text"> <div id="text-f2142f60fb" class="cmp-text"><span class="copy body">Also discover best practices for using analytics offerings on AWS to design and operate highly scalable, efficient, and secure data analytics systems. Empower your team to connect data silos, optimize cost and performance, facilitate migrations, and enable modernization efforts that propel your business forward.</span> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div class="image aem-GridColumn aem-GridColumn--default--12"> <div data-cmp-is="image" data-asset-id="a0529b77-891b-4928-8296-236fc0e22bb5" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/analytics/main.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/analytics/main.png" class="cmp-image__image" itemprop="contentUrl" width="1082" height="460" alt="Analytics" title="main.png"> <meta itemprop="caption" content="main.png"> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-9e7f9093dc"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper new-wrapper variation6-wrapper " data-fade-in=""> <div class="eyebrow"> Learning sessions </div> <div class="heading heading-1 title" data-transition-item> <div class="title"> <div id="title-c8eee672e7" class="cmp-title"> <h2 class="heading heading-1"><span class="title">Chart your analytics journey</span></h2> </div> </div> </div> <div class="rich-text-wrapper"> <div class="rich-text rich-text-cta"> <div class="columns-wrapper "> <div class="column"> <div class="text"> <div id="text-3741d37cce" class="cmp-text"><span class="copy body">Sessions at re:Invent are offered in various formats and at different levels so you can learn at your own pace. Here are some examples from our catalog.</span> </div> </div> </div> <div class="column"> <div class="text"> </div> </div> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-254a390091"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="1dabfabd-a4d3-41f4-b24a-fc0f04abdfd6" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/analytics/image-1.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/analytics/image-1.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Breakout session"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-a82869bbd1" class="cmp-text"> <div class="eyebrow"> Breakout session </div> <p><span class="copy body">ANT405 | Data engineering for ML and AI with AWS analytics</span></p> <p> </p> <p><span class="copy body">The performance and accuracy of AI and ML systems directly depend on the quality, relevance, and integrity of the data, which are used to either train the model or accessed as part of Retrieval Augmented Generation (RAG) systems for generative AI assistants. Data engineering plays a crucial role in ensuring high-quality data is available, accessible, and usable for successful AI and ML implementations, allowing models to learn, reason, and act effectively. This session explores how AWS analytics provides complete engineering solutions for ingesting, storing, processing, and integrating data and making the data accessible for generative AI chat assistants and other AI and ML applications.</span></p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-c95a901918"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="7d773826-9382-4d43-a4a7-7d0bd2033b10" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/analytics/image-2.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/analytics/image-2.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Breakout session"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-5d5bf2aa18" class="cmp-text"> <div class="eyebrow"> Breakout session </div> <p><span class="copy body">ANT302 | Data foundation in the age of generative AI</span></p> <p> </p> <p><span class="copy body">An unparalleled level of interest in generative AI is driving organizations of all sizes to rethink their data strategy. While there is a need for data foundation constructs such as data pipelines, data architectures, data stores, and data governance to evolve, there are also business elements that need to stay constant such as organizations wanting to be cost-efficient while efficiently collaborating across their data estate. In this session, learn how laying your data foundation on AWS provides the guidance and the building blocks to balance both needs and empowers organizations to grow their data strategy for building generative AI applications.</span></p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-f90fef8145"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="18afad48-3f7e-4c7c-91ca-1e44e3713674" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/analytics/image-3.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/analytics/image-3.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Breakout session"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-7d15c384dd" class="cmp-text"> <div class="eyebrow"> Breakout session </div> <p><span class="copy body">ANT303 | Explore what’s new in data governance with AWS analytics</span></p> <p> </p> <p><span class="copy body">Join this session to explore the latest innovations and features in AWS analytics that are revolutionizing data governance. Expert presenters guide you through the exciting developments in services like Amazon DataZone, AWS Lake Formation, and AWS Glue that are empowering organizations to establish robust data governance frameworks while maintaining stringent compliance standards.</span></p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-3d4a27c53c"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="dd76e356-d057-46bc-8680-6d068b7cbdca" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/analytics/image-4.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/analytics/image-4.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Chalk talk"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-6dfa28e4df" class="cmp-text"> <div class="eyebrow"> Chalk talk </div> <p><span class="copy body">ANT304 | Accelerating the shift from batch to stream processing</span></p> <p> </p> <p><span class="copy body">In today’s fast-paced business environment, timely insights from data are crucial for organizations to maintain a competitive edge and respond effectively to dynamic market and customer demands. This chalk talk explores the transformative shift from traditional batch processing to stream processing, enabling real-time data-driven decision-making. Gain insights into key streaming concepts, architectural patterns, potential challenges, and best practices for a seamless migration journey. Through a compelling use case demonstrating the benefits of transitioning to real-time data processing with AWS streaming services, you can acquire a roadmap for embracing stream processing and unlocking agility, responsiveness, and competitive advantage.</span></p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-fc88a9c7d8"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="22fb3910-e7a8-4ace-8fa6-4ed779133951" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/analytics/image-5.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/analytics/image-5.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Chalk talk"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-2f823b9570" class="cmp-text"> <div class="eyebrow"> CHALK TALK </div> <p><span class="copy body">ANT305 | Strategies for efficient zero-ETL integrations</span></p> <p> </p> <p><span class="copy body">In this chalk talk, learn techniques for extracting data from diverse sources, advanced transformation methods for data cleansing and enrichment, and optimized loading into data warehouses and data lakes. Real-world use cases showcase how organizations have overcome ETL challenges and unlocked the potential of their data assets. Gain comprehensive insights into streamlining ETL processes, handling large-scale data volumes, ensuring scalability and performance, and using ETL to drive data-driven decision-making, foster innovation, and gain a competitive edge.</span></p> </div> </div> </div> </div> </div> </div> <div class="embed aem-GridColumn aem-GridColumn--default--12">  <div id="embed-84714256d2" class="cmp-embed"> <p> </p> <p> </p> <p> </p> <p> </p> </div> </div> <div class="link button aem-GridColumn aem-GridColumn--default--12"> <a id="link-c7c2fdcf94" class="cta-outline trkButton " href="https://translate.google.com/website?sl=pl&tl=lv&hl=en-GB&u=https://registration.awsevents.com/flow/awsevents/reinvent24/public/page/catalog?search.topic%3D1707430256139002EdEe" title="Explore all analytics sessions" target="_blank" rel="noopener noreferrer" name="topics_analytics_session_catalog" val="linkClick" data-cta=""> <span class="copy">Explore all analytics sessions</span> <div class="underline"></div></a> </div> <div class="embed aem-GridColumn aem-GridColumn--default--12">  <div id="embed-504fb382ae" class="cmp-embed"> <p> </p> <p> </p> <p> </p> <p> </p> </div> </div> </div> </div> </div> </div> </div> </div> <div data-anchor-cmp="" class="bump"></div> <div class="container responsivegrid tabcontent subnavsection">  <div id="architecture" class="cmp-container"><span class="vertical-bar"></span> <div class="experiencefragment"> <div id="experiencefragment-1ef06e2d64" class="cmp-experiencefragment cmp-experiencefragment--topics"> <div id="container-a4fe5b80a9" class="cmp-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-447bbd6af8"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper new-wrapper variation6-wrapper " data-fade-in=""> <div class="eyebrow"> Topic </div> <div class="heading heading-1 title" data-transition-item> <div class="title"> <div id="title-bc4921d354" class="cmp-title"> <h2 class="heading heading-1"><span class="title">Architecture</span></h2> </div> </div> </div> <div class="rich-text-wrapper"> <div class="rich-text rich-text-cta"> <div class="columns-wrapper "> <div class="column"> <div class="text"> <div id="text-bd2013c0da" class="cmp-text"><span class="copy body">Architecture sessions at re:Invent provide insights into how to address challenges and opportunities across multiple domains and AWS services while aligning with the AWS Well-Architected Framework, focusing on patterns and best practices for building secure, high-performing, resilient, and optimized cloud architectures.</span> </div> </div> </div> <div class="column"> <div class="text"> <div id="text-8feb8ce884" class="cmp-text"><span class="copy body"> These sessions aim to equip you with the tools and knowledge to leverage AWS effectively and create scalable, performant solutions. Special emphasis is placed on technical deep dives, code examples, insights into generative AI best practices, architecture exercises, and real-world customer use cases, offering production-ready guidance.</span> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div class="image aem-GridColumn aem-GridColumn--default--12"> <div data-cmp-is="image" data-asset-id="253612e6-82f6-49ab-873e-95cc5034c650" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/architecture/main.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/architecture/main.png" class="cmp-image__image" itemprop="contentUrl" width="1082" height="460" alt="test"> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-2e9c6f2ff9"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper new-wrapper variation6-wrapper " data-fade-in=""> <div class="eyebrow"> Learning sessions </div> <div class="heading heading-1 title" data-transition-item> <div class="title"> <div id="title-b0c635b97d" class="cmp-title"> <h2 class="heading heading-1"><span class="title">Chart your architecture journey</span></h2> </div> </div> </div> <div class="rich-text-wrapper"> <div class="rich-text rich-text-cta"> <div class="columns-wrapper "> <div class="column"> <div class="text"> <div id="text-0382f55c42" class="cmp-text"><span class="copy body">Sessions at re:Invent are offered in various formats and at different levels so you can learn at your own pace. Here are some examples from our catalog.</span> </div> </div> </div> <div class="column"> <div class="text"> </div> </div> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-08253bf9b2"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="8926aa23-c0d5-4371-ac4f-153889cb2ccc" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/architecture/image-2.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/architecture/image-2.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Breakout session"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-15d2aca652" class="cmp-text"> <div class="eyebrow"> Breakout session </div> <p><span class="copy body">ARC201 | Scaling on AWS for the first 10 million users</span></p> <p> </p> <p><span class="copy body">In this session, learn about patterns and techniques for architecting to handle rapid growth and success of your business’s infrastructure on AWS. Learn how to think about when to scale up versus when to scale out, where caching can help you best, and common points on the journey where breaking up your application into new services makes sense. From utilizing already highly scalable AWS services to architecting distributed system patterns, there are a number of choices you can make early on to help you overcome some common infrastructure challenges later. Come learn how to be ready to overcome the infrastructure challenges that can come with success.</span></p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-b058d57396"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="dfc8b0a5-d6ef-4f3a-9117-60e5469a9ea0" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/architecture/image-3.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/architecture/image-3.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Builder's session"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-14a9b59781" class="cmp-text"> <div class="eyebrow"> Builders’ session </div> <p><span class="copy body">ARC301 | Rapidly build a generative AI–based full-stack application on AWS</span></p> <p> </p> <p><span class="copy body">Building a full-stack application involves multiple components and demands a diverse set of technical skills and tools, which can be highly challenging and time-consuming even for experienced developers. In this builders’ session, explore strategies for rapidly building a generative AI–based digital training platform. Use AWS Amplify Gen 2, a new code-first developer experience, combined with the open source design library Cloudscape to quickly build and deploy a full-stack application. Use the robust functionalities provided by Amazon Bedrock to generate summaries for the content uploaded to the platform. Learn how to build and deploy an e-learning platform that is ready for real-world usage. You must bring your laptop to participate.</span></p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-52bbb1ec70"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="fda8aa7b-d561-4bb9-965f-adb1a85d82dd" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/architecture/image-4.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/architecture/image-4.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Chalk talk"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-230ee4ff15" class="cmp-text"> <div class="eyebrow"> Chalk talk </div> <p><span class="copy body">ARC202 | A capability-oriented approach to defining your cloud architecture</span></p> <p> </p> <p><span class="copy body">When you’re architecting workloads, you have a choice of over 200 AWS services. However, it doesn’t have to be overwhelming to pick the right services for your architecture. By defining your workload in terms of the capabilities required by your system, a combination of functional and nonfunctional requirements, you can simplify your choices. By defining your system’s important differentiating characteristics, you will find yourself naturally aligning the right AWS services to the capabilities required by your system. In this chalk talk, learn how to organize your system by capabilities and discover the architectural characteristics to pick the right services for those capabilities.</span></p> </div> </div> </div> </div> </div> </div> <div class="embed aem-GridColumn aem-GridColumn--default--12">  <div id="embed-c4adea716b" class="cmp-embed"> <p> </p> <p> </p> <p> </p> <p> </p> </div> </div> <div class="link button aem-GridColumn aem-GridColumn--default--12"> <a id="link-41af04a8c8" class="cta-outline trkButton " href="https://translate.google.com/website?sl=pl&tl=lv&hl=en-GB&u=https://registration.awsevents.com/flow/awsevents/reinvent24/public/page/catalog?search.topic%3D1707430256139003EfiL" title="Explore all architecture sessions" target="_blank" rel="noopener noreferrer" name="topics_architecture_session_catalog" val="linkClick" data-cta=""> <span class="copy">Explore all architecture sessions</span> <div class="underline"></div></a> </div> <div class="embed aem-GridColumn aem-GridColumn--default--12">  <div id="embed-c74c5b9eb5" class="cmp-embed"> <p> </p> <p> </p> <p> </p> <p> </p> </div> </div> </div> </div> </div> </div> </div> </div> <div data-anchor-cmp="" class="bump"></div> <div class="container responsivegrid tabcontent subnavsection">  <div id="business-applications" class="cmp-container"><span class="vertical-bar"></span> <div class="experiencefragment"> <div id="experiencefragment-858b58c685" class="cmp-experiencefragment cmp-experiencefragment--topics"> <div id="container-d6a393a267" class="cmp-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-1a7c7f598e"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper new-wrapper variation6-wrapper " data-fade-in=""> <div class="eyebrow"> Topic </div> <div class="heading heading-1 title" data-transition-item> <div class="title"> <div id="title-7e2741c1c1" class="cmp-title"> <h2 class="heading heading-1"><span class="title">Business applications</span></h2> </div> </div> </div> <div class="rich-text-wrapper"> <div class="rich-text rich-text-cta"> <div class="columns-wrapper "> <div class="column"> <div class="text"> <div id="text-e86b19c5fe" class="cmp-text"><span class="copy body">Business applications sessions at re:Invent explore the solutions that organizations need to support employees, customers, and partners in the conduct of business. Learn how AWS delivers value to nontechnical users with solutions for customer service, supply chain, healthcare, identity and checkout, customer communications, desktop as a service, automotive, advertising, and more</span> </div> </div> </div> <div class="column"> <div class="text"> <div id="text-b34bac41c0" class="cmp-text"><span class="copy body">—all while retaining the customer-centric approach, innovation (including generative AI features), and core principles of security, scale, and operational excellence for which AWS is known.</span> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div class="image aem-GridColumn aem-GridColumn--default--12"> <div data-cmp-is="image" data-asset-id="add73e30-6dd2-4824-99ba-cad44509976e" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/business-app/main.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/business-app/main.png" class="cmp-image__image" itemprop="contentUrl" width="1082" height="460" alt="Business applications"> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-77d8b52fad"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper new-wrapper variation6-wrapper " data-fade-in=""> <div class="eyebrow"> Learning sessions </div> <div class="heading heading-1 title" data-transition-item> <div class="title"> <div id="title-bc7cb52561" class="cmp-title"> <h2 class="heading heading-1"><span class="title">Chart your business applications journey</span></h2> </div> </div> </div> <div class="rich-text-wrapper"> <div class="rich-text rich-text-cta"> <div class="columns-wrapper "> <div class="column"> <div class="text"> <div id="text-78012c2be2" class="cmp-text"><span class="copy body">Sessions at re:Invent are offered in various formats and at different levels so you can learn at your own pace. Here are some examples from our catalog.</span> </div> </div> </div> <div class="column"> <div class="text"> </div> </div> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-1b4a0af4da"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="8486ca2d-11d5-45c1-a357-8e10f6e7b04e" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/business-app/image-3.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/business-app/image-3.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Breakout session"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-f300a4bc96" class="cmp-text"> <div class="eyebrow"> Breakout session </div> <p><span class="copy body">BIZ201 | How the U.S. Army uses AWS Wickr to secure mission-critical comms</span></p> <p> </p> <p><span class="copy body">Seamless and secure collaboration is central to operational success. Join this session to discover how the U.S. Army uses AWS Wickr to protect critical communications between various units, mission partners, and citizens. You’ll learn how your organization can deploy the end-to-end encrypted communication capabilities, data residency controls, and administrative features AWS Wickr provides to protect messages and files, manage users and policies, and retain conversations in a data store of your choice to meet regulatory needs.</span></p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-e543618398"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="73f0f482-8570-463a-8128-c58427e4a9c6" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/business-app/image-6.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/business-app/image-6.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Chalk Talk"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-6e696bb8c5" class="cmp-text"> <div class="eyebrow"> Chalk talk </div> <p><span class="copy body">BIZ204 | Smarter, faster, better: Using generative AI on your supply chain data</span></p> <p> </p> <p><span class="copy body">Join this chalk talk to learn how you can use the generative AI capabilities in AWS Supply Chain to get more value from your supply chain data. The talk includes an interactive discussion about how you can access a broader range of data faster, then use that data with the help of generative AI to minimize risk, lower costs, and make better supply chain decisions.</span></p> </div> </div> </div> </div> </div> </div> <div class="embed aem-GridColumn aem-GridColumn--default--12">  <div id="embed-0a363c3355" class="cmp-embed"> <p> </p> <p> </p> <p> </p> <p> </p> </div> </div> <div class="link button aem-GridColumn aem-GridColumn--default--12"> <a id="link-78c55b91de" class="cta-outline trkButton " href="https://translate.google.com/website?sl=pl&tl=lv&hl=en-GB&u=https://registration.awsevents.com/flow/awsevents/reinvent24/public/page/catalog?search.topic%3D1707430256139004E8Hc" title="Explore all business applications sessions" target="_blank" rel="noopener noreferrer" name="topics_business applications_session_catalog" val="linkClick" data-cta=""> <span class="copy">Explore all business applications sessions</span> <div class="underline"></div></a> </div> <div class="embed aem-GridColumn aem-GridColumn--default--12">  <div id="embed-f093ec127c" class="cmp-embed"> <p> </p> <p> </p> <p> </p> <p> </p> </div> </div> </div> </div> </div> </div> </div> </div> <div data-anchor-cmp="" class="bump"></div> <div class="container responsivegrid tabcontent subnavsection">  <div id="cloud-operations" class="cmp-container"><span class="vertical-bar"></span> <div class="experiencefragment"> <div id="experiencefragment-8522f4eb36" class="cmp-experiencefragment cmp-experiencefragment--topics"> <div id="container-385fcdff78" class="cmp-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-90c68c816e"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper new-wrapper variation6-wrapper " data-fade-in=""> <div class="eyebrow"> Topic </div> <div class="heading heading-1 title" data-transition-item> <div class="title"> <div id="title-5a27ff835c" class="cmp-title"> <h2 class="heading heading-1"><span class="title">Cloud operations</span></h2> </div> </div> </div> <div class="rich-text-wrapper"> <div class="rich-text rich-text-cta"> <div class="columns-wrapper "> <div class="column"> <div class="text"> <div id="text-748fac6a2c" class="cmp-text"><span class="copy body">Cloud operations sessions at re:Invent are designed to help you manage, operate, and govern your AWS, hybrid, and multicloud environments while also helping you reduce IT complexity, improve productivity, enhance resilience, and optimize costs. Learn how, with generative AI, AWS is innovating cloud operations to deliver a seamless and productive experience.</span> </div> </div> </div> <div class="column"> <div class="text"> <div id="text-915bc22beb" class="cmp-text"><span class="copy body">Discover the latest capabilities that can help you accelerate operational intelligence, automate governance and compliance, and improve the resilience and performance of your workloads and applications. Also, learn how to unlock new efficiencies, speed up troubleshooting and incident resolution, and improve security and compliance.</span> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div class="image aem-GridColumn aem-GridColumn--default--12"> <div data-cmp-is="image" data-asset-id="059a6104-0625-4371-b51c-5823c962eda7" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/cloud-ops/main.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/cloud-ops/main.png" class="cmp-image__image" itemprop="contentUrl" width="2164" height="920" alt="Cloud operations"> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-745da0c1a9"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper new-wrapper variation6-wrapper " data-fade-in=""> <div class="eyebrow"> Learning sessions </div> <div class="heading heading-1 title" data-transition-item> <div class="title"> <div id="title-d55b6298bd" class="cmp-title"> <h2 class="heading heading-1"><span class="title">Chart your cloud operations journey</span></h2> </div> </div> </div> <div class="rich-text-wrapper"> <div class="rich-text rich-text-cta"> <div class="columns-wrapper "> <div class="column"> <div class="text"> <div id="text-394543ddbf" class="cmp-text"><span class="copy body">Sessions at re:Invent are offered in various formats and at different levels so you can learn at your own pace. Here are some examples from our catalog.</span> </div> </div> </div> <div class="column"> <div class="text"> </div> </div> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-150ba49492"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="9bd6a06a-836e-4f2e-be15-f99de62d8bd5" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/cloud-ops/image-2.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/cloud-ops/image-2.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Chalk talks"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-a7d8ae6c32" class="cmp-text"> <div class="eyebrow"> Builders’ session </div> <p><span class="copy body">COP304 | Monitor end user experience with Amazon CloudWatch</span></p> <p> </p> <p><span class="copy body">By extending application performance monitoring to end users as well as frontend experiences, AWS digital experience monitoring enhances customer experiences with an outside-in perspective of application performance across all user touchpoints. Such user experience data provides a complete picture and helps organizations turn frontend performance, user behavior, and APIs into actionable KPIs such as release velocity, adoption rate, and conversions. In this builders’ session, learn how applications behave by monitoring both real and synthetic user activity and behavior, using data from ISPs and AWS, and capturing insights from backend infrastructure and devices as well as digital user metrics. You must bring your laptop to participate.</span></p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-2d7e7a976c"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="2545e49b-1a59-4c33-a76b-ade489ec4d62" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/cloud-ops/image-3.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/cloud-ops/image-3.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Workshop"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-9014780b16" class="cmp-text"> <div class="eyebrow"> Workshop </div> <p><span class="copy body">COP301 | Set up a secure AWS environment with AWS Control Tower</span></p> <p> </p> <p><span class="copy body">Organizations operating in the cloud want to be able to move quickly while remaining secure. In this workshop, learn how AWS Control Tower provides you with the capabilities to simplify the building, management, and governance of a multi-account AWS environment. Gain hands-on experience with how to use AWS Control Tower, including enrolling accounts, automating account customization, and establishing security controls. You must bring your laptop to participate.</span></p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-f5937e2a23"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="29542aa4-0fd9-4ffb-ad12-0e21c0f4ef13" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/cloud-ops/image-4.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/cloud-ops/image-4.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Workshop"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-a12c2964ad" class="cmp-text"> <div class="eyebrow"> Workshop </div> <p><span class="copy body">COP302 | Automate patch management and compliance</span></p> <p> </p> <p><span class="copy body">In this workshop, learn how to automate patch management and compliance. See how you can quickly enable patching at scale across your AWS accounts and Regions within your AWS organization using AWS Systems Manager. Gain hands-on experience with how to use AWS Systems Manager to enable patching operations and maintain compliance. You must bring your laptop to participate.</span></p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-c025b5c620"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="928a7a52-fdeb-4907-b630-3471c16c303b" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/cloud-ops/image-5.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/cloud-ops/image-5.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Workshop"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-363a36ce5e" class="cmp-text"> <div class="eyebrow"> Workshop </div> <p><span class="copy body">COP303 | Hands-on experience with Amazon CloudWatch</span></p> <p> </p> <p><span class="copy body">Your enterprise’s agility, customer satisfaction, and business growth depend on setting up great observability. In order to help you build high-performing and reliable applications, AWS provides a variety of turnkey AWS native observability services and solutions. In this workshop, learn how to monitor AWS services with Amazon CloudWatch, get hands-on experience with the most common use cases, and learn about and implement the newest features available. You must bring your laptop to participate.</span></p> </div> </div> </div> </div> </div> </div> <div class="embed aem-GridColumn aem-GridColumn--default--12">  <div id="embed-2d643416b0" class="cmp-embed"> <p> </p> <p> </p> <p> </p> <p> </p> </div> </div> <div class="link button aem-GridColumn aem-GridColumn--default--12"> <a id="link-006a7893ea" class="cta-outline trkButton " href="https://translate.google.com/website?sl=pl&tl=lv&hl=en-GB&u=https://registration.awsevents.com/flow/awsevents/reinvent24/public/page/catalog?search.topic%3D1707430256139005EF97" title="Explore all cloud operations sessions" target="_blank" rel="noopener noreferrer" name="topics_cloud operations_session_catalog" val="linkClick" data-cta=""> <span class="copy">Explore all cloud operations sessions</span> <div class="underline"></div></a> </div> <div class="embed aem-GridColumn aem-GridColumn--default--12">  <div id="embed-115389fce4" class="cmp-embed"> <p> </p> <p> </p> <p> </p> <p> </p> </div> </div> </div> </div> </div> </div> </div> </div> <div data-anchor-cmp="" class="bump"></div> <div class="container responsivegrid tabcontent subnavsection">  <div id="databases" class="cmp-container"><span class="vertical-bar"></span> <div class="experiencefragment"> <div id="experiencefragment-f7dd7c6927" class="cmp-experiencefragment cmp-experiencefragment--topics"> <div id="container-1d109b741d" class="cmp-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-fb12e46078"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper new-wrapper variation6-wrapper " data-fade-in=""> <div class="eyebrow"> Topic </div> <div class="heading heading-1 title" data-transition-item> <div class="title"> <div id="title-cf2495bd29" class="cmp-title"> <h2 class="heading heading-1"><span class="title">Databases</span></h2> </div> </div> </div> <div class="rich-text-wrapper"> <div class="rich-text rich-text-cta"> <div class="columns-wrapper "> <div class="column"> <div class="text"> <div id="text-ef3389d2b7" class="cmp-text"><span class="copy body">Databases sessions at re:Invent explore how AWS databases offer a high-performance, secure, and reliable foundation for powering generative AI solutions and data-driven applications that drive value for your business and customers. With 15+ database engines optimized for your application’s data model, AWS fully managed databases remove the undifferentiated heavy lifting of database administrative tasks so your team can focus on higher-value tasks.</span> </div> </div> </div> <div class="column"> <div class="text"> <div id="text-b63926129c" class="cmp-text"><span class="copy body">Learn how AWS databases capabilities support generative AI applications as well as how new database features and innovations progress the capabilities of your applications. Become stronger and more proficient in AWS databases services and gain access to our database experts who can answer your questions.</span> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div class="image aem-GridColumn aem-GridColumn--default--12"> <div data-cmp-is="image" data-asset-id="0ce133fb-566e-47e0-9467-2bb5d782fd0b" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/databases/main.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/databases/main.png" class="cmp-image__image" itemprop="contentUrl" width="1082" height="460" alt="Databases"> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-237307a98b"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper new-wrapper variation6-wrapper " data-fade-in=""> <div class="eyebrow"> Learning sessions </div> <div class="heading heading-1 title" data-transition-item> <div class="title"> <div id="title-a59617a9f1" class="cmp-title"> <h2 class="heading heading-1"><span class="title">Chart your databases journey</span></h2> </div> </div> </div> <div class="rich-text-wrapper"> <div class="rich-text rich-text-cta"> <div class="columns-wrapper "> <div class="column"> <div class="text"> <div id="text-12ef359a91" class="cmp-text"><span class="copy body">Sessions at re:Invent are offered in various formats and at different levels so you can learn at your own pace. Here are some examples from our catalog.</span> </div> </div> </div> <div class="column"> <div class="text"> </div> </div> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-ef10116b2f"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="64386869-4a7d-4e61-a810-fe10850185c3" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/databases/image-2.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/databases/image-2.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Chalk talks" title="image-2.png"> <meta itemprop="caption" content="image-2.png"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-bb58b6c23a" class="cmp-text"> <div class="eyebrow"> Builders’ session </div> <p><span class="copy body">DAT401  |  Applied data modeling with Amazon DynamoDB</span></p> <p> </p> <p><span class="copy body">In this builders’ session, learn how to turn a new business idea into a fully functional data model in Amazon DynamoDB. Discover how to translate business requirements into access patterns and access patterns into a fully optimized schema design. You must bring your laptop to participate.</span></p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-b1c20d4321"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="ff2498e6-2a12-41e6-8c7c-8c5f0d9828a7" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/databases/image-3.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/databases/image-3.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Chalk Talk"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-b0f4512ab4" class="cmp-text"> <div class="eyebrow"> Chalk talk </div> <p><span class="copy body">DAT302 | Dive deep into Amazon DynamoDB using design puzzles</span></p> <p> </p> <p><span class="copy body">In this chalk talk, dive deep into how Amazon DynamoDB works at scale by collaboratively solving a few design puzzles that may seem simple but are actually complex. Learn how you can look beyond the obvious solution to find a more effective and scalable one with an understanding of how DynamoDB operates.</span></p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-48cf7fed11"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="5f569cf2-303e-4056-a192-832f8bcd2172" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/databases/image-4.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/databases/image-4.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Chalk Talk"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-2af4f2ac68" class="cmp-text"> <div class="eyebrow"> Chalk talk </div> <p><span class="copy body">DAT303 | Making your Amazon Aurora cluster more resilient</span></p> <p> </p> <p><span class="copy body">Amazon Aurora is a cloud-native relational database with unparalleled high performance and availability at global scale. Hundreds of thousands of organizations trust Aurora for their workloads today. In this chalk talk, learn about features such as Aurora Global Database and Amazon RDS Proxy, and discover best practices to achieve high availability for your Aurora clusters. The talk includes a whiteboarding session on high availability and disaster recovery solutions to help you maximize your application’s resilience.</span></p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-d427396df9"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="133baa20-bfb3-4047-a9a0-4ea304bf6878" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/databases/image-5.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/databases/image-5.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Code Talk"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-44ab9894cc" class="cmp-text"> <div class="eyebrow"> Code talk </div> <p><span class="copy body">DAT402 | Using LangChain to build gen AI apps with Amazon Aurora and pgvector</span></p> <p> </p> <p><span class="copy body">Do you want to build a generative AI application with Amazon Aurora but are unsure of how to get started? In this code talk, learn essential tools for creating your own generative AI applications, including LangChain and pgvector. See live coding firsthand and learn the code required to connect these tools together, including how to use Retrieval Augmented Generation (RAG) to enhance the answers of the generative AI application. Also learn how to use Amazon Aurora with pgvector to accelerate vector similarity search. Discover how to use fundamental building blocks to build your own generative AI applications with Aurora.</span></p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-76e8cd9636"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="1eb623e9-de5e-45a0-a87c-a22990330a50" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/databases/image-6.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/databases/image-6.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Workshop"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-ef867235d6" class="cmp-text"> <div class="eyebrow"> Workshop </div> <p><span class="copy body">DAT403 | Build a web-scale application with purpose-built databases & analytics</span></p> <p> </p> <p><span class="copy body">In this workshop, learn to build modern web applications at scale using purpose-built databases. Discover how to apply development patterns using Amazon Aurora, Amazon DynamoDB, Amazon ElastiCache, Amazon Neptune, and Amazon OpenSearch Service to build a fully functional and scalable bookstore ecommerce application, and dive deep into best practices along the way. Basic familiarity with AWS concepts and services such as AWS Identity and Access Management (IAM), Amazon VPC, networking, and storage services is recommended. You must bring your laptop to participate.</span></p> </div> </div> </div> </div> </div> </div> <div class="embed aem-GridColumn aem-GridColumn--default--12">  <div id="embed-6dbe3dd586" class="cmp-embed"> <p> </p> <p> </p> <p> </p> <p> </p> </div> </div> <div class="link button aem-GridColumn aem-GridColumn--default--12"> <a id="link-bf38beb1ba" class="cta-outline trkButton " href="https://translate.google.com/website?sl=pl&tl=lv&hl=en-GB&u=https://registration.awsevents.com/flow/awsevents/reinvent24/public/page/catalog?search.topic%3D1707430256139008EYIj" title="Explore all databases sessions" target="_blank" rel="noopener noreferrer" name="topics_databases_session_catalog" val="linkClick" data-cta=""> <span class="copy">Explore all databases sessions</span> <div class="underline"></div></a> </div> <div class="embed aem-GridColumn aem-GridColumn--default--12">  <div id="embed-3c0c0178f7" class="cmp-embed"> <p> </p> <p> </p> <p> </p> <p> </p> </div> </div> </div> </div> </div> </div> </div> </div> <div data-anchor-cmp="" class="bump"></div> <div class="container responsivegrid tabcontent subnavsection">  <div id="developer" class="cmp-container"><span class="vertical-bar"></span> <div class="experiencefragment"> <div id="experiencefragment-3cd5b1b78b" class="cmp-experiencefragment cmp-experiencefragment--topics"> <div id="container-a8810eef98" class="cmp-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-5f94858cbe"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper new-wrapper variation6-wrapper " data-fade-in=""> <div class="eyebrow"> Topic </div> <div class="heading heading-1 title" data-transition-item> <div class="title"> <div id="title-59ec2b3afe" class="cmp-title"> <h2 class="heading heading-1"><span class="title">Developer</span></h2> </div> </div> </div> <div class="rich-text-wrapper"> <div class="rich-text rich-text-cta"> <div class="columns-wrapper "> <div class="column"> <div class="text"> <div id="text-d4976a5f3e" class="cmp-text"><span class="copy body">Developer sessions at re:Invent are focused on helping developers discover useful approaches for building in real-world environments and reimagining approaches to the software lifecycle, DevOps, security, serverless, containerization, and other critical areas. </span> </div> </div> </div> <div class="column"> <div class="text"> <div id="text-40437b4226" class="cmp-text"><span class="copy body">Discover AI-powered capabilities that automate tasks from architecting and developing to deployment and maintenance, saving time and boosting productivity. Plus, explore modernized DevOps practices enabling rapid and reliable application building, deployment, and monitoring through flexible AWS services, and explore how AWS is innovating responsibly to deliver cutting-edge tools optimized for focusing on meaningful work.</span> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div class="image aem-GridColumn aem-GridColumn--default--12"> <div data-cmp-is="image" data-asset-id="244ab11e-090e-462d-8962-1b1bde704cfe" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/developer/main.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/developer/main.png" class="cmp-image__image" itemprop="contentUrl" width="1082" height="460" alt="Developer"> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-e6f7b4a705"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper new-wrapper variation6-wrapper " data-fade-in=""> <div class="eyebrow"> Learning sessions </div> <div class="heading heading-1 title" data-transition-item> <div class="title"> <div id="title-ef1fb35502" class="cmp-title"> <h2 class="heading heading-1"><span class="title">Chart your developer journey</span></h2> </div> </div> </div> <div class="rich-text-wrapper"> <div class="rich-text rich-text-cta"> <div class="columns-wrapper "> <div class="column"> <div class="text"> <div id="text-7742b451b8" class="cmp-text"><span class="copy body">Sessions at re:Invent are offered in various formats and at different levels so you can learn at your own pace. Here are some examples from our catalog.</span> </div> </div> </div> <div class="column"> <div class="text"> </div> </div> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-f6f74d8828"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="13e9e205-859b-45cb-ba5a-58dd416b7ad9" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/developer/image-2.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/developer/image-2.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Chalk talks"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-c9438cd7f2" class="cmp-text"> <div class="eyebrow"> BREAKOUT SESSION </div> <p><span class="copy body">DEV301  |  The art of transforming foundation models into domain experts</span></p> <p> </p> <p><span class="copy body">Standard foundation models have general knowledge on most topics, but little specific domain knowledge. Learn how to customize them to make them experts in your field. In this session, learn how to perform fine-tuning, use the Retrieval Augmented Generation technique, or use transactional agents through interactive demonstrations. Discover how to evaluate the pros and cons of each approach to choose the solution that best suits your needs.<br><br></span></p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-8ed9bd795c"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="149ad290-4d34-43df-8200-0d0fb3940b76" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/developer/image-3.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/developer/image-3.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Breakout session"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-9fe2fc4678" class="cmp-text"> <div class="eyebrow"> BREAKOUT SESSION </div> <p><span class="copy body">DOP201  |  AWS infrastructure as code: A year in review</span></p> <p> </p> <p><span class="copy body">AWS provides services that enable the creation, deployment and maintenance of application infrastructure in a programmatic, descriptive, and declarative way. These services provide rigor, clarity, and reliability to application development. Join this session to learn about the new features and improvements for AWS infrastructure as code with AWS CloudFormation and AWS Cloud Development Kit (AWS CDK) and discover how they can benefit your team.<br><br></span></p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-ea4255bb13"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="de21f4e6-1bfd-46d2-853d-973b654645b9" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/developer/image-4.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/developer/image-4.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Breakout session"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-aa1123ca4a" class="cmp-text"> <div class="eyebrow"> BREAKOUT SESSION </div> <p><span class="copy body">DOP202  |  Continuous integration and continuous delivery (CI/CD) for AWS</span></p> <p> </p> <p><span class="copy body">AWS provides one place where you can plan work, collaborate on code, and build, test, and deploy applications with continuous integration and continuous delivery (CI/CD) tools. In this session, learn about creating complete CI/CD pipelines using infrastructure as code on AWS.<br><br></span></p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-b7b8bd266f"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="8a230ada-0d84-4f88-8195-fc332e26d70f" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/developer/image-5.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/developer/image-5.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Breakout session"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-7f8ef90e9f" class="cmp-text"> <div class="eyebrow"> BREAKOUT SESSION </div> <p><span class="copy body">DOP203  |  Governance and security with infrastructure as code</span></p> <p> </p> <p><span class="copy body">In this session, learn how to use AWS CloudFormation and the AWS CDK to deploy cloud applications in regulated environments while enforcing security controls. Find out how to catch issues early with cdk-nag, validate your pipelines with cfn-guard, and protect your accounts from unintended changes with CloudFormation Hooks.<br><br></span></p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-6525b0c36a"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="66d09d8a-5fa8-4375-b548-c1f27dc80d1c" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/developer/image-6.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/developer/image-6.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Breakout session"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-05160d7420" class="cmp-text"> <div class="eyebrow"> BREAKOUT SESSION </div> <p><span class="copy body">DOP204  |  Amazon Q Developer: Your gen AI assistant for software development<br><br></span></p> <p> </p> <p><span class="copy body">In this session, learn how Amazon Q Developer is transforming the developer experience by speeding up a range of tasks that support you as you research how to get started, evaluate system design, build secure and scalable applications, upgrade existing applications, and optimize application performance. Learn firsthand how Amazon Q capabilities for building, troubleshooting, and transforming applications faster and more easily frees you up to focus on experimentation and innovation.<br><br><br><br></span></p> </div> </div> </div> </div> </div> </div> <div class="embed aem-GridColumn aem-GridColumn--default--12">  <div id="embed-e6fc8b97ac" class="cmp-embed"> <p> </p> <p> </p> <p> </p> <p> </p> </div> </div> <div class="link button aem-GridColumn aem-GridColumn--default--12"> <a id="link-b25fc1be01" class="cta-outline trkButton " href="https://translate.google.com/website?sl=pl&tl=lv&hl=en-GB&u=https://registration.awsevents.com/flow/awsevents/reinvent24/public/page/catalog?search.role%3D1714149736905007g1Yn%26search%3DDEV" title="Explore all developer sessions" target="_blank" rel="noopener noreferrer" name="topics_developer_session_catalog" val="linkClick" data-cta=""> <span class="copy">Explore all developer sessions</span> <div class="underline"></div></a> </div> <div class="embed aem-GridColumn aem-GridColumn--default--12">  <div id="embed-6d08bc1581" class="cmp-embed"> <p> </p> <p> </p> <p> </p> <p> </p> </div> </div> </div> </div> </div> </div> </div> </div> <div data-anchor-cmp="" class="bump"></div> <div class="container responsivegrid tabcontent subnavsection">  <div id="genai" class="cmp-container"><span class="vertical-bar"></span> <div class="experiencefragment"> <div id="experiencefragment-0864ab5f6a" class="cmp-experiencefragment cmp-experiencefragment--topics"> <div id="container-74e267b7b4" class="cmp-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-553ea5a06d"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper new-wrapper variation6-wrapper " data-fade-in=""> <div class="eyebrow"> Topic </div> <div class="heading heading-1 title" data-transition-item> <div class="title"> <div id="title-8b8b7864d4" class="cmp-title"> <h2 class="heading heading-1">Generative AI</h2> </div> </div> </div> <div class="rich-text-wrapper"> <div class="rich-text rich-text-cta"> <div class="columns-wrapper columns-wrapper-cta"> <div class="column"> <div class="text"> <div id="text-1ea9c0a058" class="cmp-text"><span class="copy body">Generative AI sessions at re:Invent explore how organizations of all sizes and types are harnessing large language models (LLMs) and foundation models (FMs) to build generative AI applications that deliver new customer and employee experiences. With enterprise-grade security and privacy, access to industry-leading FMs, and generative AI–powered applications,</span> </div> </div> </div> <div class="column"> <div class="text"> <div id="text-ef5f76203e" class="cmp-text"><span class="copy body">AWS makes it easy to build and scale generative AI that is customized for your data, your use cases, and your customers. Learn how to harness the power of generative AI on AWS to boost employee productivity, deliver exceptional customer experiences, and streamline business processes.</span> </div> </div> </div> <div class="column"> <div class="link button"> <button type="button" id="link-5b1a91abce" class=" trkButton " data-cta=""> <div class="underline"></div></button> </div> </div> </div> </div> </div> </div> </div> </div> <div class="image aem-GridColumn aem-GridColumn--default--12"> <div data-cmp-is="image" data-asset-id="f16894d3-f225-4fef-86cc-7f23f91ab623" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/gen-ai/main.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/gen-ai/main.png" class="cmp-image__image" itemprop="contentUrl" width="1082" height="460" alt="Generative AI"> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-655fb528d3"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper new-wrapper variation6-wrapper " data-fade-in=""> <div class="eyebrow"> Learning sessions </div> <div class="heading heading-1 title" data-transition-item> <div class="title"> <div id="title-408cb1752c" class="cmp-title"> <h2 class="heading heading-1"><span class="title">Chart your generative AI journey</span></h2> </div> </div> </div> <div class="rich-text-wrapper"> <div class="rich-text rich-text-cta"> <div class="columns-wrapper "> <div class="column"> <div class="text"> <div id="text-4689e14c85" class="cmp-text"><span class="copy body">Sessions at re:Invent are offered in various formats and at different levels so you can learn at your own pace. Here are some examples from our catalog.</span> </div> </div> </div> <div class="column"> <div class="text"> </div> </div> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-e03c5f28ea"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="f8c512c8-6951-49b3-82c8-2c859b8c7caa" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/gen-ai/image-2.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/gen-ai/image-2.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Chalk talk" title="image-2.png"> <meta itemprop="caption" content="image-2.png"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-457afd0631" class="cmp-text"> <div class="eyebrow"> Chalk talk </div> <p><span class="copy body">CMP318 | Choose the optimal compute environment for your AI/ML workloads</span></p> <p> </p> <p><span class="copy body">Ready to run your generative AI workloads on AWS? If you’re trying to decide between accelerators such as AWS Inferentia and AWS Trainium, GPUs from NVIDIA and AMD, processors such as AWS Graviton, or managed services such as Amazon Bedrock and Amazon SageMaker, this chalk talk has got you covered. Come explore the different options you have available on AWS, unpack their advantages and trade-offs, and get help choosing the option that is best for your workload and budget.</span></p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-ec0b7dbd81"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="006b8786-48ba-4efa-9c33-86cb2af22583" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/gen-ai/image-3.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/gen-ai/image-3.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Workshop"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-310f66f294" class="cmp-text"> <div class="eyebrow"> Workshop </div> <p><span class="copy body">XNT401 | Easily port .NET Framework applications to Linux with Amazon Q</span></p> <p> </p> <p><span class="copy body">In this workshop, gain hands-on experience porting a .NET Framework application to cross-platform .NET. Use Amazon Q Code Transformation for .NET, a modernization tool powered by generative AI that significantly reduces the time to migrate applications from Windows Server to Linux. Learn how migrating to Linux helps you avoid additional licensing fees and gain performance and security benefits. You must bring your laptop to participate.</span></p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-01aad53b36"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="8eec8617-0609-4b6a-849d-ea4bf68ee4b0" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/gen-ai/image-5.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/gen-ai/image-5.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Bootcamp"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-ad785d6518" class="cmp-text"> <div class="eyebrow"> Bootcamp </div> <p><span class="copy body">TNC205 | Generative AI for executives</span></p> <p> </p> <p><span class="copy body">This bootcamp equips business leaders with the knowledge to jump-start generative AI within their companies. Executives and business decision-makers can gain a solid understanding of generative AI’s capabilities and practical applications. They can also discover how AWS services and best practices can help them successfully implement generative AI in their organizations.</span></p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-355d3f11c0"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="663f7064-9111-41b8-bfb2-cab2f88851de" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/gen-ai/image-6.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/gen-ai/image-6.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Workshop"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-005150be78" class="cmp-text"> <div class="eyebrow"> Workshop </div> <p><span class="copy body">OPN403 | Spotting anomalies in real time with generative AI and open source</span></p> <p> </p> <p><span class="copy body">In this workshop, build a system to analyze log events from a data stream and detect anomalies using generative AI and open source technologies, including Apache Kafka, Apache Flink, and OpenSearch. Learn to ingest logs into Apache Kafka and consume them using Apache Flink for real-time anomaly detection using machine learning in Amazon SageMaker. Additionally, integrate the output with generative AI in Amazon Bedrock to automate incident response and reduce the mean time to resolve issues. This hands-on experience prepares you to build an adaptive defense strategy for your own evolving security needs. You must bring your laptop to participate.</span></p> </div> </div> </div> </div> </div> </div> <div class="embed aem-GridColumn aem-GridColumn--default--12">  <div id="embed-6894bdc433" class="cmp-embed"> <p> </p> <p> </p> <p> </p> <p> </p> </div> </div> <div class="link button aem-GridColumn aem-GridColumn--default--12"> <a id="link-c248891fb5" class="cta-outline trkButton " href="https://translate.google.com/website?sl=pl&tl=lv&hl=en-GB&u=https://registration.awsevents.com/flow/awsevents/reinvent24/public/page/catalog?trk%3Ddirect%26search%3Dgenerative%2520ai" title="Explore all generative AI sessions" target="_blank" rel="noopener noreferrer" name="topics_gen-ai_session_catalog" val="linkClick" data-cta=""> <span class="copy">Explore all generative AI sessions</span> <div class="underline"></div></a> </div> <div class="embed aem-GridColumn aem-GridColumn--default--12">  <div id="embed-02549b9784" class="cmp-embed"> <p> </p> <p> </p> <p> </p> <p> </p> </div> </div> </div> </div> </div> </div> </div> </div> <div data-anchor-cmp="" class="bump"></div> <div class="container responsivegrid tabcontent subnavsection">  <div id="industries" class="cmp-container"><span class="vertical-bar"></span> <div class="experiencefragment"> <div id="experiencefragment-1a82352705" class="cmp-experiencefragment cmp-experiencefragment--topics"> <div id="container-7ac455afd6" class="cmp-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-f27baf0179"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper new-wrapper variation6-wrapper " data-fade-in=""> <div class="eyebrow"> Topic </div> <div class="heading heading-1 title" data-transition-item> <div class="title"> <div id="title-b72032f00b" class="cmp-title"> <h2 class="heading heading-1">Industries</h2> </div> </div> </div> <div class="rich-text-wrapper"> <div class="rich-text rich-text-cta"> <div class="columns-wrapper columns-wrapper-cta"> <div class="column"> <div class="text"> <div id="text-3d00ff973c" class="cmp-text"><span class="copy body">Industries sessions and experiences at re:Invent explore innovation and discovery specific to nearly every industry imaginable. From industry-aligned generative AI use cases to thought-provoking innovation talks, this must-attend event offers a wealth of tailored content designed to ignite your curiosity and propel your business forward. Prepare to be captivated by breakout sessions and hands-on workshops that delve into the latest trends and technologies shaping your sector.</span><span class="white"> </span> </div> </div> </div> <div class="column"> <div class="text"> <div id="text-75df72a4c2" class="cmp-text"><span class="copy body">Engage in chalk talks that spark insightful discussions and foster collaboration among like-minded professionals. Step into the re:Invent AWS for Industries Pavilion to connect with top industry experts and peers, and explore interactive demos that bring cutting-edge solutions to life, leaving you inspired and equipped to tackle the challenges of tomorrow. Check back for updates about the industry-specific sessions and content that await you at re:Invent 2024.</span> </div> </div> </div> <div class="column"> <div class="link button"> <button type="button" id="link-d86761069c" class=" trkButton " data-cta=""> <div class="underline"></div></button> </div> </div> </div> </div> </div> </div> </div> </div> <div class="image aem-GridColumn aem-GridColumn--default--12"> <div data-cmp-is="image" data-asset-id="47fd5ecf-ddbc-477e-a424-cffab57c4c1c" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/industries/main-2.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/industries/main-2.png" class="cmp-image__image" itemprop="contentUrl" width="1082" height="460" alt="Industries"> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-91314668d9"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper new-wrapper variation6-wrapper " data-fade-in=""> <div class="eyebrow"> Learning sessions </div> <div class="heading heading-1 title" data-transition-item> <div class="title"> <div id="title-6c79a06b34" class="cmp-title"> <h2 class="heading heading-1"><span class="title">Chart your industries journey </span></h2> </div> </div> </div> <div class="rich-text-wrapper"> <div class="rich-text rich-text-cta"> <div class="columns-wrapper "> <div class="column"> <div class="text"> <div id="text-97421f4c96" class="cmp-text"><span class="copy body">Sessions at re:Invent are offered in various formats and at different levels so you can learn at your own pace. Here are some examples from our catalog.</span> </div> </div> </div> <div class="column"> <div class="text"> </div> </div> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-36d054d018"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="98256aba-f607-4340-b39a-0bd539df442c" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/industries/image-2.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/industries/image-2.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Breakout session" title="image-2.png"> <meta itemprop="caption" content="image-2.png"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-0cb50b1beb" class="cmp-text"> <div class="eyebrow"> BREAKOUT SESSION </div> <p><span class="copy body">ADM201 | Unified customer profiles and connected journeys with United Airlines</span></p> <p> </p> <p><span class="copy body">United Airlines uses AWS Entity Resolution and AWS Clean Rooms to unify customer data from multiple touchpoints to gain a comprehensive, 360-degree view of its customers. This helps United deliver personalized experiences, optimize inventory utilization, and drive business growth while maintaining strict data governance and security controls. Join this session to learn how United moved its on-premises workloads to AWS to create a holistic view of its customer data, unlocking the power of a highly distributed dataset to generate business insights using a modern data architecture to create a strong, connected media strategy.</span></p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-269e2000f5"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="77a0ee83-aadc-444f-8de0-22d48f1ba8e1" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/industries/image-3.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/industries/image-3.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Chalk Talk"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-30ee52a91a" class="cmp-text"> <div class="eyebrow"> Chalk talk </div> <p><span class="copy body">AES303 | Degas uses generative AI on AWS to help smallholder farmers in Ghana</span></p> <p> </p> <p><span class="copy body">Degas Ltd., a Japanese agri-fintech startup, uses generative AI to help 65,000 smallholder farmers in Africa. In this chalk talk, learn how Degas developed a geospatial foundation model on Amazon SageMaker to tackle climate change and improve life on earth. Discover how Degas leveraged SageMaker to build their geospatial foundation model which, using only small fine-tuning datasets, can be customized to solve a variety of common earth observation problems using satellite imagery, such as flood and drought detection, wildfire prediction, land cover segmentation, building change detection, and deforestation detection.</span></p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-f4fc69a125"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="3c938e05-5641-4535-ae50-5773a05b59a3" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/industries/image-4.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/industries/image-4.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Chalk Talk"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-a28049c683" class="cmp-text"> <div class="eyebrow"> Chalk talk </div> <p><span class="copy body">ENU301 | Migrating an energy trading application to AWS</span></p> <p> </p> <p><span class="copy body">In this chalk talk, hear how an international energy company migrated its business-critical energy trading and risk management system, Openlink Endur, to AWS. This talk dives into the technical and strategic aspects of this migration, showcasing how the organization used AWS services to enhance performance, scalability, and resilience. Learn about the challenges faced, the innovative solutions implemented, and the tangible business benefits realized, including faster feature delivery, improved developer experience through enabling rapid provisioning of dedicated environments, and increased global availability. Come discover how this migration to AWS has positioned the company for long-term success in the dynamic energy market.</span></p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-cfd6a81d61"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="4c96c27e-46da-4400-aecb-e6acd3ee237e" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/industries/image-5.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/industries/image-5.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Chalk Talk"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-4e17b817ba" class="cmp-text"> <div class="eyebrow"> Chalk talk </div> <p><span class="copy body">FSI302 | Guardrails for financial services LLMs with Amazon Bedrock & SageMaker</span></p> <p> </p> <p><span class="copy body">Financial institutions need to exercise caution when it comes to incorporating large language models (LLMs) in customer-facing products due to the risk of hallucinations. It’s also important to implement robust safeguards against the inadvertent sharing of sensitive data. In this chalk talk, learn strategies to refine datasets, maintain high-quality inputs, and customize LLM outputs to meet the precise requirements of the financial services industry. Walk through how you can use Amazon Bedrock and Amazon SageMaker to fine-tune LLMs, and gain practical insights that can help you unlock the power of generative AI while maintaining business-critical controls and compliance.</span></p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-18052342db"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="be29bf01-d39a-4e3c-943c-84ae8f146b3d" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/industries/image-6.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/industries/image-6.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Workshop"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-d07c797d19" class="cmp-text"> <div class="eyebrow"> Workshop </div> <p><span class="copy body">GAM301 | Build a scalable cross-platform multiplayer game backend on AWS</span></p> <p> </p> <p><span class="copy body">In this workshop, learn how to use the AWS Game Backend Framework to develop a custom cross-platform game backend for your multiplayer game. Explore cross-platform player identity, backend microservices for matchmaking, and integrations to popular game engines. Also learn how to use Amazon GameLift to host your game servers globally, close to players for a low-latency real-time experience. You must bring your laptop to participate.</span></p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-c8e07fa9ad"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="fa761e2b-45f5-4d7d-a500-ece7122ad6d4" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/industries/image-7.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/industries/image-7.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Breakout session"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-8c7e331662" class="cmp-text"> <div class="eyebrow"> Breakout session </div> <p><span class="copy body">MFG201 | Empowering the next-generation industrial operator with generative AI</span></p> <p> </p> <p><span class="copy body">Georgia-Pacific (GP) is one of the largest manufacturers of pulp and paper, dispensers, packaging, and wood and gypsum building products. Like many manufacturers, GP faces workforce attrition challenges as senior workers retire and apprentice operators need to upskill quickly. Hear how GP’s Amazon Bedrock–enabled industrial operator assistant provides a natural language interface for machine diagnostic troubleshooting based on unstructured data (SOP docs, machine manuals, etc.) and structured real-time machine data to retrieve and summarize relevant content in minutes. This reduces mean time to resolution by empowering apprentice workers to troubleshoot independently with real-time, contextualized machine data.</span></p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-229f8df8a9"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="82a80b9c-df69-41ab-a96f-d9aa6bcc5403" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/industries/image-8.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/industries/image-8.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Breakout session"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-0ee6770621" class="cmp-text"> <div class="eyebrow"> Breakout session </div> <p><span class="copy body">MAE202 | Sky: Enhancing sports experiences with automation and generative AI</span></p> <p> </p> <p><span class="copy body">Integrated with Sky TV, NOW TV, and the Sky Sports app, Sky Sports+ is a fully automated end-to-end live events platform that provides up to 100 concurrent live video streams. In this session, discover how Sky Sports+ uses AWS to deliver features for an enhanced immersive viewing experience, exclusive access to documentaries, and a dedicated linear channel. Explore how AWS powered automation, data mesh, acquisition platform, cloud production expansion, and generative AI are used to augment Sky’s platform capabilities across digital and linear channels.</span></p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-8f0bc36c02"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="f37ad97c-63c2-40f7-be7d-6da924703cd3" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/industries/image-9.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/industries/image-9.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Chalk Talk"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-db434a4a73" class="cmp-text"> <div class="eyebrow"> Chalk talk </div> <p><span class="copy body">RCG301 | Generative AI for retail API development</span></p> <p> </p> <p><span class="copy body">In this chalk talk, the AWS retail tech team shares their experience using generative AI to design API models and build API implementation code for retail solutions. Learn an open source framework they developed to help customers build service-oriented retail applications. The framework leverages generative AI capabilities powered by Amazon Bedrock to streamline API development processes. See a demonstration on how it can be used for rapid prototyping and accelerating the delivery of retail services. During the talk, evaluate the framework, and then discuss with the team how it can be applied to your own retail services development initiatives. Feedback and collaboration opportunities are welcome.</span></p> </div> </div> </div> </div> </div> </div> <div class="embed aem-GridColumn aem-GridColumn--default--12">  <div id="embed-218f25913e" class="cmp-embed"> <p> </p> <p> </p> <p> </p> <p> </p> </div> </div> <div class="link button aem-GridColumn aem-GridColumn--default--12"> <a id="link-ceaa59fd3f" class="cta-outline trkButton " href="https://translate.google.com/website?sl=pl&tl=lv&hl=en-GB&u=https://registration.awsevents.com/flow/awsevents/reinvent24/public/page/catalog?search%3D%26search.industry%3D1714171309249001u5WN%26search.industry%3D1714171309249002uBzf%26search.industry%3D1714171309249003uDAi%26search.industry%3D1714171309249004uNLG%26search.industry%3D1714171309249006u79u%26search.industry%3D1714171309249007umoR%26search.industry%3D1714171309249008uQe0%26search.industry%3D1714171309249009uPA2%26search.industry%3D1714171309249010ucc3%26search.industry%3D1714171309249011uBdu%26search.industry%3D1714171309249012ucFz%26search.industry%3D1714171309249014uy8G%26search.industry%3D1714171309249015u5uo%26search.industry%3D1714171309249017uSz5%26search.industry%3D1714171309249019ua7a%26search.industry%3D1714171309249020u1ED%26search.industry%3D1714171309249021u8sU%26search.industry%3D1714171309249022u2Ar%26search.industry%3D1714171309249023uJlZ" title="Explore all industries sessions" target="_blank" rel="noopener noreferrer" name="topics_industries_session_catalog" val="linkClick" data-cta=""> <span class="copy">Explore all industries sessions</span> <div class="underline"></div></a> </div> <div class="embed aem-GridColumn aem-GridColumn--default--12">  <div id="embed-6a17c7f439" class="cmp-embed"> <p> </p> <p> </p> <p> </p> <p> </p> </div> </div> </div> </div> </div> </div> </div> </div> <div data-anchor-cmp="" class="bump"></div> <div class="container responsivegrid tabcontent subnavsection">  <div id="sci" class="cmp-container"><span class="vertical-bar"></span> <div class="experiencefragment"> <div id="experiencefragment-57ca67fc89" class="cmp-experiencefragment cmp-experiencefragment--topics"> <div id="container-cf55330683" class="cmp-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-4c314ce705"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper new-wrapper variation6-wrapper " data-fade-in=""> <div class="eyebrow"> Topic </div> <div class="heading heading-1 title" data-transition-item> <div class="title"> <div id="title-59e703eea1" class="cmp-title"> <h2 class="heading heading-1">Security, compliance & identity</h2> </div> </div> </div> <div class="rich-text-wrapper"> <div class="rich-text rich-text-cta"> <div class="columns-wrapper columns-wrapper-cta"> <div class="column"> <div class="text"> <div id="text-1fa88b96ad" class="cmp-text"><span class="copy body">Security, compliance, and identity sessions at re:Invent span numerous categories: data protection; identity and access management; threat detection and incident response; network and infrastructure security; governance, risk, and compliance; and application security.</span> </div> </div> </div> <div class="column"> <div class="text"> <div id="text-fdfb95644d" class="cmp-text"><span class="copy body">Use the knowledge gained from these security domains to help operate and build secure and resilient workloads, enhance security with AI, and enable a culture of security to accelerate security objectives. Return to work ready to navigate the latest tech advancements in security with actionable steps to improve your organization’s security posture.</span> </div> </div> </div> <div class="column"> <div class="link button"> <button type="button" id="link-645653aae9" class=" trkButton " data-cta=""> <div class="underline"></div></button> </div> </div> </div> </div> </div> </div> </div> </div> <div class="image aem-GridColumn aem-GridColumn--default--12"> <div data-cmp-is="image" data-asset-id="a61eafcf-3124-4c31-95ca-cdfcb0720921" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/security-compliance-identity/security-1.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/security-compliance-identity/security-1.png" class="cmp-image__image" itemprop="contentUrl" width="1082" height="460" alt="Security"> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-f9d7d14b97"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper new-wrapper variation6-wrapper " data-fade-in=""> <div class="eyebrow"> Learning sessions </div> <div class="heading heading-1 title" data-transition-item> <div class="title"> <div id="title-1eac7282b6" class="cmp-title"> <h2 class="heading heading-1"><span class="title">Chart your security, compliance & identity journey </span></h2> </div> </div> </div> <div class="rich-text-wrapper"> <div class="rich-text rich-text-cta"> <div class="columns-wrapper "> <div class="column"> <div class="text"> <div id="text-8935bd9e54" class="cmp-text"><span class="copy body">Sessions at re:Invent are offered in various formats and at different levels so you can learn at your own pace. Here are some examples from our catalog.</span> </div> </div> </div> <div class="column"> <div class="text"> </div> </div> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-87d10ef469"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="6937cae0-697c-4938-a33d-49cce1a8cf42" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/security-compliance-identity/security-2.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/security-compliance-identity/security-2.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Security"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-a90af17f8b" class="cmp-text"> <div class="eyebrow"> Breakout session </div> <p><span class="copy body">SEC302 | Better together: Protecting data through culture and technology</span></p> <p> </p> <p><span class="copy body">AWS uses a combination of culture and technologies to share ownership and build security into every layer of the stack, then externalizes lessons learned through the managed services AWS provides to you. This session examines the full range of data protection capabilities available with AWS and how best practices and culture can complement them to improve security outcomes. Dive deep into a defense in depth perspective, which details how organizations can protect their data and bolster their security culture by consistently building security into every layer.</span></p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-ab2badef53"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="1f29f462-1159-4439-bd0f-e29758dd58f4" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/security-compliance-identity/security-3.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/security-compliance-identity/security-3.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Chalk Talk"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-1f9ed8f487" class="cmp-text"> <div class="eyebrow"> Chalk talk </div> <p><span class="copy body">SEC303 | Protecting data within your generative AI architectures</span></p> <p> </p> <p><span class="copy body">When training externally facing large language models (LLMs) on internal or sensitive data, you need to be sure that you don’t unintentionally or inappropriately disclose portions of the training data. In order to protect against sensitive data disclosure, the general recommendation is to not train these complex systems with any non-public customer data. However, this may not always be possible. This chalk talk addresses how to mitigate this risk. Explore data minimization principles such as sanitization, anonymization, synthetic data generation, aggregation, and differential privacy while also discussing the benefits and tradeoffs.</span></p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-eee9abce59"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="f8e6269e-da7b-45bb-8d7f-5a1fd2bf1816" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/security-compliance-identity/security-4.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/security-compliance-identity/security-4.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Code Talk"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-6d6d9a909e" class="cmp-text"> <div class="eyebrow"> Code talk </div> <p><span class="copy body">SEC401 | Inspect and secure your application with generative AI</span></p> <p> </p> <p><span class="copy body">Explore how to use generative AI to improve the security of your applications. Learn how AI-powered tools can help rapidly identify and then recommend remediations for security threats. Learn about how Amazon Inspector detects software and code vulnerabilities in your applications, and discover how to scan for issues and remediate them using generative AI in your IDE.</span></p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-ba4efc01df"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="7df453a3-e2ec-4f6d-8ddd-fa030d3048d1" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/security-compliance-identity/security-5.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/security-compliance-identity/security-5.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Workshop"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-58191fef4e" class="cmp-text"> <div class="eyebrow"> Workshop </div> <p><span class="copy body">SEC301 | Threat detection and response using AWS security services</span></p> <p> </p> <p><span class="copy body">Join AWS security experts for an immersive threat detection and response workshop using native security services to detect threats across different workloads. Learn about common threat types, how to detect them, and how to prioritize a response. This workshop simulates several security events across different resources and behaviors. Get hands-on in a provided sandbox environment to review and respond to findings from the simulated events. You must bring your laptop to participate.</span></p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-898dd9f41e"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="24040b79-7490-4f1a-ad24-7521326466ed" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/security-compliance-identity/security-6.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/security-compliance-identity/security-6.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Workshop"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-ff326ab1d2" class="cmp-text"> <div class="eyebrow"> Workshop </div> <p><span class="copy body">SEC304 | Mitigate zero-day events and ransomware risks with VPC egress controls</span></p> <p> </p> <p><span class="copy body">In this network security workshop, learn how to implement AWS best practices for egress controls to mitigate risks from software supply chain dependencies, zero-day events, cryptocurrency mining, and ransomware. Also, explore a new security use case enabled by TLS decryption of outbound network flows. You must bring your laptop to participate.</span></p> </div> </div> </div> </div> </div> </div> <div class="embed aem-GridColumn aem-GridColumn--default--12">  <div id="embed-57ac51e9b5" class="cmp-embed"> <p> </p> <p> </p> <p> </p> <p> </p> </div> </div> <div class="link button aem-GridColumn aem-GridColumn--default--12"> <a id="link-0e59b4aa67" class="cta-outline trkButton " href="https://translate.google.com/website?sl=pl&tl=lv&hl=en-GB&u=https://registration.awsevents.com/flow/awsevents/reinvent24/public/page/catalog?search.topic%3D1707430256139018E2En" title="Explore all security, compliance & identity sessions" target="_blank" rel="noopener noreferrer" name="topics_security_session_catalog" val="linkClick" data-cta=""> <span class="copy">Explore all security, compliance & identity sessions</span> <div class="underline"></div></a> </div> <div class="embed aem-GridColumn aem-GridColumn--default--12">  <div id="embed-be51a5002c" class="cmp-embed"> <p> </p> <p> </p> <p> </p> <p> </p> </div> </div> </div> </div> </div> </div> </div> </div> <div data-anchor-cmp="" class="bump"></div> <div class="container responsivegrid tabcontent subnavsection">  <div id="storage" class="cmp-container"><span class="vertical-bar"></span> <div class="experiencefragment"> <div id="experiencefragment-2bff4d77b9" class="cmp-experiencefragment cmp-experiencefragment--topics"> <div id="container-0ccf947567" class="cmp-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-a221d66f2f"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper new-wrapper variation6-wrapper " data-fade-in=""> <div class="eyebrow"> Topic </div> <div class="heading heading-1 title" data-transition-item> <div class="title"> <div id="title-64ebbcaaa8" class="cmp-title"> <h2 class="heading heading-1">Storage</h2> </div> </div> </div> <div class="rich-text-wrapper"> <div class="rich-text rich-text-cta"> <div class="columns-wrapper columns-wrapper-cta"> <div class="column"> <div class="text"> <div id="text-3fa559e1c8" class="cmp-text"><span class="copy body">Storage sessions at re:Invent explore a comprehensive set of storage services for virtually any workload that allow you to store, access, govern, analyze, protect, and move your data at the lowest cost. Storage is the foundation for generative AI and machine learning, providing high-performance, scalable, and secure infrastructure to build, train, and run models.</span> </div> </div> </div> <div class="column"> <div class="text"> <div id="text-bcda901f15" class="cmp-text"><span class="copy body">Discover best practices for using Amazon S3 and Amazon S3 Glacier, Amazon EBS, Amazon EFS, Amazon FSx, AWS Snow Family, AWS Transfer Family, AWS DataSync, AWS Storage Gateway, AWS B2B Data Interchange, and AWS Backup for your applications. Also learn how to use AWS storage at virtually unlimited scale for any use case.</span> </div> </div> </div> <div class="column"> <div class="link button"> <button type="button" id="link-3a243531c8" class=" trkButton " data-cta=""> <div class="underline"></div></button> </div> </div> </div> </div> </div> </div> </div> </div> <div class="image aem-GridColumn aem-GridColumn--default--12"> <div data-cmp-is="image" data-asset-id="1d3e56f7-126d-4bdb-ad91-9256ba0b71ce" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/storage/storage-1.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/storage/storage-1.png" class="cmp-image__image" itemprop="contentUrl" width="1082" height="460" alt="Storage"> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-dd5c73392c"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper new-wrapper variation6-wrapper " data-fade-in=""> <div class="eyebrow"> Learning sessions </div> <div class="heading heading-1 title" data-transition-item> <div class="title"> <div id="title-103cc57e70" class="cmp-title"> <h2 class="heading heading-1"><span class="title">Chart your storage journey</span></h2> </div> </div> </div> <div class="rich-text-wrapper"> <div class="rich-text rich-text-cta"> <div class="columns-wrapper "> <div class="column"> <div class="text"> <div id="text-ae30f8f5aa" class="cmp-text"><span class="copy body">Sessions at re:Invent are offered in various formats and at different levels so you can learn at your own pace. Here are some examples from our catalog.</span> </div> </div> </div> <div class="column"> <div class="text"> </div> </div> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-0a79ef6115"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="8cf736ac-b388-4191-ab04-1802a9b81a78" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/storage/storage-2.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/storage/storage-2.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Storage"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-5729dd51f2" class="cmp-text"> <div class="eyebrow"> Breakout session </div> <p><span class="copy body">STG201 | Build a data foundation to fuel generative AI</span></p> <p> </p> <p><span class="copy body">Data has long been considered a strategic asset by organizations, but generative AI puts a renewed emphasis on the importance of a data strategy. Whether you are building your own model or customizing a foundation model, your data is a key differentiator for generative AI, so you need a data strategy that supports relevant, high-quality data. In this session, learn about the data tools that can fuel your generative AI strategy and the common data patterns required to transform your generative AI application from a generic tool to a program that truly knows your business and your customer.</span></p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-929becd481"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="24d7c4af-4f0c-42fb-a6f6-9b00fe09613f" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/storage/storage-3.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/storage/storage-3.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Breakout session"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-4432c8e03d" class="cmp-text"> <div class="eyebrow"> Breakout session </div> <p><span class="copy body">STG204 | Accelerate & automate secure data transfers at scale with AWS DataSync</span></p> <p> </p> <p><span class="copy body">Accelerate your cloud journey by moving your data to AWS quickly and securely with AWS DataSync. In this session, discover best practices for how to move your data at scale and increase performance. Hear a success story from Resilience, an AWS customer that is transforming the way novel medicines are produced, and learn how they used DataSync to build a connected network for fast, reliable data transfer in their lab environments.</span></p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-41154e895b"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="155fce00-3de6-4cad-872e-a70efe64e578" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/storage/storage-4.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/storage/storage-4.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Chalk Talk"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-36b831f48f" class="cmp-text"> <div class="eyebrow"> Chalk talk </div> <p><span class="copy body">STG303 | How to optimize AWS storage for generative AI and ML workloads</span></p> <p> </p> <p><span class="copy body">Scaling deep learning programs into production often comes with its challenges, and you can’t have high-quality data modeling if your storage isn’t optimized for performance scalability. Getting this wrong can lead to unexpected cost and performance issues. In this interactive chalk talk, get answers to your questions related to selecting and optimizing storage for AI and ML workloads so you can build better, innovate faster, and deploy at scale.</span></p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-04b66a405d"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="86bc844e-c924-4640-b3d6-3e3b0b215149" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/storage/storage-5.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/storage/storage-5.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Chalk Talk"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-e43138ca11" class="cmp-text"> <div class="eyebrow"> Chalk talk </div> <p><span class="copy body">STG306 | Advanced security patterns on Amazon S3</span></p> <p> </p> <p><span class="copy body">Amazon S3 security settings and access controls are suitable for virtually any workload. In this chalk talk, equip yourself with proven patterns for managing access at scale. Learn how to optimize policy usage, scale beyond AWS Identity and Access Management (IAM) policy limits, and secure your data lake perimeter.</span></p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-b6806c694f"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="8fdb9b59-f0b8-470f-b32d-beae45512f75" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/storage/storage-6.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/storage/storage-6.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Workshop"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-d81ce6fe18" class="cmp-text"> <div class="eyebrow"> Workshop </div> <p><span class="copy body">STG310 | Build fast, scalable infrastructure for AI/ML with AWS storage</span></p> <p> </p> <p><span class="copy body">High-performance storage is essential for efficient and cost-effective machine learning (ML) and large language model (LLM) training for generative AI. Managing intensive GPUs and accelerators like AWS Trainium requires optimized storage solutions. Amazon S3 and Amazon FSx for Lustre offer scalability and compute acceleration for workloads, from time to first byte to multi-petabyte scales. In this workshop, learn how to use Amazon S3 and FSx for Lustre with Amazon SageMaker and monitor them using Amazon CloudWatch, and discover how to achieve the best performance for your workload. You must bring your laptop to participate.</span></p> </div> </div> </div> </div> </div> </div> <div class="embed aem-GridColumn aem-GridColumn--default--12">  <div id="embed-b72c2ca995" class="cmp-embed"> <p> </p> <p> </p> <p> </p> <p> </p> </div> </div> <div class="link button aem-GridColumn aem-GridColumn--default--12"> <a id="link-72ae98f6ad" class="cta-outline trkButton " href="https://translate.google.com/website?sl=pl&tl=lv&hl=en-GB&u=https://registration.awsevents.com/flow/awsevents/reinvent24/public/page/catalog?search.topic%3D1707430256139020E5Ci" title="Explore all storage sessions" target="_blank" rel="noopener noreferrer" name="topics_storage_session_catalog" val="linkClick" data-cta=""> <span class="copy">Explore all storage sessions</span> <div class="underline"></div></a> </div> <div class="embed aem-GridColumn aem-GridColumn--default--12">  <div id="embed-283cb87269" class="cmp-embed"> <p> </p> <p> </p> <p> </p> <p> </p> </div> </div> </div> </div> </div> </div> </div> </div> <div data-anchor-cmp="" class="bump"></div> <div class="container responsivegrid tabcontent subnavsection">  <div id="startups" class="cmp-container"><span class="vertical-bar"></span> <div class="experiencefragment"> <div id="experiencefragment-c32c7f3a64" class="cmp-experiencefragment cmp-experiencefragment--topics"> <div id="container-ff4273f56f" class="cmp-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-5cdac4b441"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper new-wrapper variation6-wrapper " data-fade-in=""> <div class="eyebrow"> Topic </div> <div class="heading heading-1 title" data-transition-item> <div class="title"> <div id="title-b03e0e0a69" class="cmp-title"> <h2 class="heading heading-1">Startups</h2> </div> </div> </div> <div class="rich-text-wrapper"> <div class="rich-text rich-text-cta"> <div class="columns-wrapper columns-wrapper-cta"> <div class="column"> <div class="text"> <div id="text-85250b2eb0" class="cmp-text"><span class="copy body">AWS re:Invent has numerous sessions packed with value for startups and entrepreneurs. From thought-provoking innovation talks to breakout sessions and hands-on workshops that delve deep into the latest trends and technologies shaping the startup ecosystem, you’ll gain invaluable insights and practical strategies to tackle the challenges of tomorrow’s business landscape.</span> </div> </div> </div> <div class="column"> <div class="text"> <div id="text-c2797fbc14" class="cmp-text"><span class="copy body">Stay tuned for updates to the exciting lineup of sessions and content that await you at this premier event, where innovation takes center stage, and the future of your business awaits.</span> </div> </div> </div> <div class="column"> <div class="link button"> <button type="button" id="link-b35cc41482" class=" trkButton " data-cta=""> <div class="underline"></div></button> </div> </div> </div> </div> </div> </div> </div> </div> <div class="image aem-GridColumn aem-GridColumn--default--12"> <div data-cmp-is="image" data-asset-id="84c77cd6-af12-490e-a796-5f1c49e79f1f" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/startups/overview.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/startups/overview.png" class="cmp-image__image" itemprop="contentUrl" width="1082" height="460" alt="Chart your startup journey"> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-936006b3dc"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper new-wrapper variation6-wrapper " data-fade-in=""> <div class="eyebrow"> Learning sessions </div> <div class="heading heading-1 title" data-transition-item> <div class="title"> <div id="title-83a36c0b63" class="cmp-title"> <h2 class="heading heading-1"><span class="title">Chart your startup journey</span></h2> </div> </div> </div> <div class="rich-text-wrapper"> <div class="rich-text rich-text-cta"> <div class="columns-wrapper "> <div class="column"> <div class="text"> <div id="text-87ee64f407" class="cmp-text"><span class="copy body">Sessions at re:Invent are offered in various formats and at different levels so you can learn at your own pace. Here are some examples from our catalog.</span> </div> </div> </div> <div class="column"> <div class="text"> </div> </div> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-8f8a4527e0"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="9c808b16-2863-4c22-b865-b505aad28271" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/startups/startup-event-1.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/startups/startup-event-1.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Community Activities"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-f6f2a2f995" class="cmp-text"> <div class="eyebrow"> Community activities </div> <p><span class="copy body">ACT280 | AWS Unicorn Tank: A startup pitch competition</span></p> <p> </p> <p><span class="copy body">It’s not all sunshine and rainbows when it comes to finding a startup unicorn. But at the AWS Unicorn Tank Pitch Competition, we’re determined to beat the odds. Watch as startups battle for the $100,000 grand prize, pitching their cutting-edge generative AI ideas to a panel of legendary investors, AI pioneers, and industry titans. Finding this rare unicorn gem is not only up to the judges, but you too—cast your vote, and the audience favorite wins $25,000. Join us in discovering the next big thing in generative AI.</span></p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-350ebd7361"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="7e1be825-d91b-468e-a532-d5cb3090e74a" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/startups/breakout-session-2.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/startups/breakout-session-2.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Community Activities"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-cb866cb297" class="cmp-text"> <div class="eyebrow"> Community activities </div> <p><span class="copy body">Cloud Café</span></p> <p> </p> <p><span class="copy body">Prepare for an exhilarating dive into AI's future at re:Invent 2024. The AWS Generative AI Accelerator cohort is set to showcase innovations that redefine possibility. Join us December 3–5 from 10:30 AM to 5:00 PM daily at the Venetian Expo Hall's Cloud Café as 24 AI visionaries demonstrate how they're revolutionizing industries—from supercharging sales to transforming entertainment. </span></p> <p> </p> <p><span class="copy body">These trailblazers aren't just innovating. They're disrupting the status quo, solving real-world challenges, and empowering businesses with AI-driven decision-making. Don't miss this chance to witness the AI revolution firsthand and learn how you can be part of this technological quantum leap.</span></p> <p> </p> <p>Featured innovators include: AA-I Technologies, Avra, Base39, CAMB.AI, Cerbrec, Converge Bio, Datum, Diio, DQC, Enkrypt AI, FlexAI, Horizon, House of Models, Hunty, Lexter.ai, Marqo, Multiverse Computing, NeuralGarage, Orbo AI, PhysicsX, Poetics, Typecast, Unscript, Zocket.</p> <p> </p> <p>The future is generative—be there as it unfolds. <a href="https://translate.google.com/website?sl=pl&tl=lv&hl=en-GB&u=https://registration.awsevents.com/flow/awsevents/reinvent24/public/page/catalog?search%3Dstp" target="_blank" class="cta-inline">Check the re:Invent catalog for details</a>.</p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-1f65d46400"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="b610c1b5-5ec1-48e4-b2e4-e5e6703fb773" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/startups/chalk-talk-1.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/startups/chalk-talk-1.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Lightning Talk"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-f1034d5862" class="cmp-text"> <div class="eyebrow"> Lightning talk </div> <p><span class="copy body">SUS103-R & SUS103-R1 | How climate tech startups build on AWS to address climate change</span></p> <p> </p> <p><span class="copy body">The world is racing to get to net-zero carbon emissions by 2050 to mitigate global warming. Speed is critical; generative AI and cutting-edge advanced cloud computing are important tools to accelerate the build and deployment of climate solutions. In this lightning talk, learn how AWS helps climate technology startups quickly and affordably build technology that is solving big problems related to climate change. It features AWS resources for climate technology startups and offers examples of AWS services that are critical for climate technology startups looking to contribute to climate mitigation efforts.</span></p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-77ec8a9913"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="f59aa049-3b25-43b2-be62-dad7bd33c0f4" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/startups/breakout-session-1.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/startups/breakout-session-1.png" class="cmp-image__image" itemprop="contentUrl" width="319" height="200" alt="Beyond connectivity"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-4319b2da50" class="cmp-text"> <div class="eyebrow"> Breakout session </div> <p><span class="copy body">IOT205 | Beyond connectivity: Transforming businesses with intelligent IoT</span></p> <p> </p> <p><span class="copy body">This session explores how recent advancements in AI are evolving the internet of things (IoT) into an engine for real-world intelligence, autonomy, and actionable insights. Learn about the evolution and anatomy of next-generation intelligent things and how AWS customers are using them to transform their businesses—across healthcare, consumer products, automotive, manufacturing, and energy and utilities. Find out how to get started with IoT and AI/ML services on AWS and discover patterns to accelerate time-to-value when building and deploying intelligent IoT products and solutions.</span></p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-c7e53ec110"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="7e1be825-d91b-468e-a532-d5cb3090e74a" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/startups/breakout-session-2.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/startups/breakout-session-2.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Breakout session"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-90cee9ef1d" class="cmp-text"> <div class="eyebrow"> Breakout session </div> <p><span class="copy body">DEV305 | Building an educational startup on AWS: A heroic journey</span></p> <p> </p> <p><span class="copy body">Gather 'round for the tale of two AWS heroes on their journey through the world of cloud. The goal: build and deploy an educational platform for AWS, on AWS. They will guide you over the hills & down the valleys of developing with MFA in Amazon Cognito, working with AWS Amplify, securing with AWS WAF, persisting users in Amazon DynamoDB, handling requests with Amazon API Gateway, and building with AWS Lambda and Powertools. Come see if our adventurers succeeded in their quest or end up at the last "Outpost."</span></p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-1536415a53"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="7ef1f913-c18f-4e38-9d29-5d6721871f85" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/startups/nvidia.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/startups/nvidia.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="NVIDIA AI startups"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-d89f8bd8ae" class="cmp-text"> <div class="eyebrow"> Breakout session </div> <p><span class="copy body">AIM121-S | NVIDIA AI startups: The future of intelligent enterprises (sponsored by NVIDIA)</span></p> <p> </p> <p><span class="copy body">Join this insightful session, hosted by NVIDIA Inception, to explore how three innovative companies are using AI and NVIDIA NIM inference microservices on AWS to deploy and scale generative AI applications. This session delves into cutting-edge solutions that enhance efficiency, optimize processes, and drive digital transformation across industries. This presentation is brought to you by NVIDIA, an AWS Partner.</span></p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-2f58e53e1d"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="b610c1b5-5ec1-48e4-b2e4-e5e6703fb773" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/startups/chalk-talk-1.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/startups/chalk-talk-1.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Chalk Talk"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-f124fd77be" class="cmp-text"> <div class="eyebrow"> Chalk talk </div> <p><span class="copy body">FWM301-R | Go from idea to AI-powered app in minutes with AWS Amplify</span></p> <p> </p> <p><span class="copy body">AWS Amplify recently launched a second-generation developer experience featuring full-stack TypeScript capabilities for building production-ready applications on AWS. Generation two is built on top of AWS Cloud Development Kit (AWS CDK), making it possible to add any of the more than 200 AWS services to your Amplify application, including Amazon Bedrock for generative AI use cases. Join this chalk talk to discuss strategies for extending the Amplify full-stack TypeScript capabilities to create the next generation of innovative application experiences using AWS CDK and Amazon Bedrock.</span></p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-0765c3efa5"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="9e1aa698-0909-457e-9d57-502975df23cf" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/startups/lightning-talk-1.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/startups/lightning-talk-1.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Lightning talks"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-1a2ae16e3b" class="cmp-text"> <div class="eyebrow"> Lightning talk </div> <p><span class="copy body">IDE103 | Pitching better: Workshop for founders to overcome bias in fundraising</span></p> <p> </p> <p><span class="copy body">Join the AWS Startups Team for a tactical fundraising workshop. Research has found that women founders get asked more prevention questions (“Is this actually a large market opportunity?”) while men get asked more promotion questions (“How big can this business get?”). This workshop will be relevant for all underrepresented founders and cover 1) how to identify unconsciously biased questions, 2) ways to answer these questions, and 3) how to clarify and pivot. Research has showed that founders who answer questions using these tips are able to raise $7.4M more than founders who do not.</span></p> </div> </div> </div> </div> </div> </div> <div class="richtextblock aem-GridColumn aem-GridColumn--default--12"> <div class="C22RichText guide" data-component="C22RichText" style="transform: translate(0px, 0px);" id="richtextblock-0ecd777bc8"> <div class="flair" data-fade-in=""></div> <div class="content-wrapper no-cta-wrapper " data-fade-in=""> <div class="eyebrow"> </div> <div class="rich-text-wrapper"> </div><picture class="picture"> <div> <div data-cmp-is="image" data-asset-id="9c808b16-2863-4c22-b865-b505aad28271" data-cmp-filereference="/content/dam/reinvent/2024/media/cards/topics/startups/startup-event-1.png" data-cmp-hook-image="imageV3" class="cmp-image"><img src="/content/dam/reinvent/2024/media/cards/topics/startups/startup-event-1.png" class="cmp-image__image" itemprop="contentUrl" width="342" height="215" alt="Visionaries in the Stadium"> </div> </div> <div class="caption"> </div> </picture> <div class="rich-text-wrapper"> <div class="rich-text"> <div id="text-d3c9bab4cd" class="cmp-text"> <div class="eyebrow"> Lightning talk </div> <p><span class="copy body">AIM133-S  |  Dive into poolside: AI models just for software engineering (sponsored by poolside)</span></p> <p> </p> <p><span class="copy body">Discover how poolside’s foundation model is designed to meet the unique challenges of modern software engineering. 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This exclusive event, which takes place on the field at Allegiant Stadium, is your opportunity to network with AWS customers from all industries and segments, as well as hear from visionary leaders and participate in can’t-miss activations on the field. 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