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DeepSeek-R1 models now available on AWS
DeepSeek-R1, a powerful large language model featuring reinforcement learning and chain-of-thought capabilities, is now available for deployment via Amazon Bedrock and Amazon SageMaker AI, enabling users to build and scale their generative AI applications with minimal infrastructure investment to meet diverse business needs.
Top Architecture Blog Posts of 2024
Well, it’s been another historic year! We’ve watched in awe as the use of real-world generative AI has changed the tech landscape, and while we at the Architecture Blog happily participated, we also made every effort to stay true to our channel’s original scope, and your readership this last year has proven that decision was [...]
New courses and certification updates from AWS Training and Certification in January 2025
In January 2025, we launched 17 new digital training products on AWS Skill Builder including two new AWS Jam Journeys, additional language availability for Exam Prep materials in support of AWS Certified AI Practitioner and AWS Certified Machine Learning Engineer certification exams, as well as a new AWS Builder Lab, Sustainability Strategies with AWS Compute Workload, designed to help identify sustainability strategies using AWS services and tools to optimize usage and costs in an AWS environment.
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Vu San Ha Huynh, Adrian Daniel, Mark Watkins, Wei Teh, 02/05/2025Media customers can have large video libraries, with thousands, if not millions of videos, that they need to search to discover content that can be reused and monetized. Finding a video in repositories of this scale is traditionally a time-consuming, repetitive, manual task. In addition, customers need to be able to search for video footage [...]
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Tushar Jagdale, Amish Shah, Jamie Lavigne, Vikram Saurabh, 02/05/2025AWS Network Firewall is a managed, stateful network firewall and intrusion protection service that you can use to implement firewall rules for fine grained control over your network traffic. With Network Firewall, you can filter traffic at the perimeter of your virtual private cloud (VPC); including filtering traffic going to and coming from an internet [...]
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Nick Biso, Ian Lunsford, 02/05/2025There is consistent customer feedback that AI assistants are the most useful when users can interface with them within the productivity tools they already use on a daily basis, to avoid switching applications and context. Web applications like Amazon Q Business and Slack have become essential environments for modern AI assistant deployment. This post explores how diverse interfaces enhance user interaction, improve accessibility, and cater to varying preferences.
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James Gaines, 02/05/2025Understanding human biology and disease progression remains a critical challenge in Life Sciences and Healthcare, with potentially life-saving implications. Amazon SageMaker Canvas offers a powerful, no-code solution for building predictive models based on biomedical, laboratory, and health data that can help identify disease biomarkers. The World Health Organization reports that cardiovascular diseases (CVD) cause approximately [...]
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Sachin Sapkale, Jeevan Kumar, Parag Samant, Puneet Sachdev, 02/05/2025In the fast-paced world of logistics, every minute counts. When trucks are idle waiting for paperwork processing, it costs companies dollars in wages and delays. Less-than-truckload (LTL) deliveries create a paperwork nightmare that typically causes next-day delays. Enter WNS Malkom’s groundbreaking solution: an AI-powered system that transforms hours of document processing into minutes, enabling same-day [...]
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Xulong Gao, Chris Gleba, Abdul Kader Maliyakkal, Pan Mittal, 02/05/2025Overview The Internet Monitor feature of Amazon CloudWatch Network Monitoring now includes enhanced traffic optimization recommendation guidance that you can use to explore how to help optimize your application’s latency by using different AWS Regions or Local Zones, or by using Amazon CloudFront. You can also learn how to reduce latency by routing specific IP [...]
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Santosh Bhupathi, Kevin Phillips, 02/04/2025In this post, we explore how you can achieve a patient 360-degree view using Amazon Neptune and generative AI, and use it to strengthen your organization’s research and breakthroughs. By consolidating information from multiple sources such as electronic health records (EHRs), lab reports, prescriptions, and medical histories into a single location, healthcare providers can gain a better understanding of a patient’s health.
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Francesco Ongaro, Piero Ciffolillo, Alessandro Dovico, Matteo Lanati, Marcello Tava, Toaha Umar, 02/04/2025In this post, AWS premier consulting partner Storm Reply and the BMW Group share how they collaborated to migrate BMW Group’s traditional on-premises BI tools to Amazon QuickSight. By using advanced code automation, generative AI, and an AWS serverless architecture, the team simplified the BMW Group’s BI processes, reduced manual efforts, and achieved scalability. The post outlines the specific challenges encountered during the migration and explains how they were overcome through a collaborative approach, using cloud-centered solutions.
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AWS Editorial Team, 02/04/2025Discover how GUSI’s AWS-powered POCUS technology reduces diagnostic imaging costs by 70%, bringing affordable healthcare to 1M+ patients in underserved communities worldwide.
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Haresh Nandwani, Adrian Hornsby, 02/04/2025The Digital Operational Resilience Act (DORA) is a pan-European legislative framework on operational resilience and cyber resilience in the financial sector. A key component of DORA is the requirement for regulated entities to perform digital operational resilience testing in order to help improve the resilience of their workloads. This blog post outlines how you can [...]