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AI-Powered Construction Document Analysis by Leveraging Computer Vision and Large Language Models
TwinKnowledge collaborated with AWS’s PACE team to develop a scalable computer vision and Large Language Model solution that efficiently processes thousands of architectural drawings while maintaining high accuracy, helping to reduce construction document errors and improve project efficiency through AI-augmented human review processes.
No-Code ML Approach to Predict Heart Disease with Amazon SageMaker Canvas
Build accurate predictive models for early disease detection, as demonstrated through a heart disease prediction use case that transformed complex medical data into actionable insights without requiring coding expertise.
Enhancing Code Generation with Real-Time Execution in Amazon Q Developer
The Amazon Q Developer agent has evolved from a code generation tool to a comprehensive development assistant that can now build and test code in real-time within a secure sandbox environment.
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James Gaines, 02/14/2025The Life Sciences industry is experiencing significant growth, with the global laboratory supplies market projected to grow at a 7.5 percent compound annual growth rate from 2023 to 2030, according to Grand View Research. As organizations face increasing pressure to optimize operations, Amazon SageMaker Canvas offers capabilities to meet these challenges head-on. We’ll dive into [...]
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Chris Craig, Laura Verghote, Ashwin Phadke, 02/14/2025February 14, 2025: This post was updated with the recommendation to restrict S3 bucket access to an IAM role by using the aws:PrincipalArn condition key instead of the aws:userid condition key. April 2, 2021: In the section “Granting cross-account bucket access to a specific IAM role,” we updated the second policy to fix an error. [...]
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Venkata Kampana, Jim Daniel, Punit Shah, 02/14/2025Healthcare organizations and public health agencies handle vast amounts of patient data. Accurately managing and linking sensitive patient information across multiple, potentially disconnected, sources are crucial for care coordination, research, and public health efforts. Building a unified and accurate unified patient index enables healthcare providers to access comprehensive patient histories, researchers to assemble robust datasets, [...]
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Dan Krueger, James Gaines, Rohit Vaitheeswaran, 02/14/2025Many AWS customers performing large-scale migrations opt for a Rehost migration approach as way to quickly unlock initial cost savings. The Rehost pattern serves as a high-velocity migration pattern to move to cloud. However, this pattern also negates the cost advantages of the cloud if proper cost optimization strategies and controls are not implemented throughout [...]
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Chris Betz, 02/14/2025We’re launching the AWS Trust Center, a new online resource that shares how we approach securing your assets in the cloud. The AWS Trust Center is a window into our security practices, compliance programs, and data protection controls that demonstrates how we work to earn your trust every day.
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AWS Public Sector Blog Team, 02/14/2025Learn how Benchmark Education Company worked closely with Amazon Web Services (AWS) to build a grading tool powered by generative artificial intelligence (AI) to help teachers dramatically reduce the time they spend grading open-ended assessments—while maintaining accuracy, privacy, and trust.
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ramadit, 02/14/2025This post was authored by Abhishek Nanda, Containers Specialist Solutions Architect and co-written with Jayaprakash Alawala, Principal Container Specialist Solutions Architect and Rajesh Singh, Sr. Containers Specialist BDM. Introduction Amazon EKS users in the Regulatory and Compliance industry invest time and effort to build EKS custom AMIs for the worker nodes Operating System (OS) to [...]
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Eric Felice, Jesse Bieber, Niyaz Mohamed, Peter Santos, 02/14/2025Oracle databases typically see significant data growth which in turn increases backup, restore and database refresh times. The need to quickly backup, restore, and refresh large-scale databases is important for ensuring data consistency, business continuity, and accelerating testing and development processes. As more businesses migrate their Oracle databases to Amazon Elastic Compute Cloud (EC2) instances, [...]
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Robert Wang, Elaine Zhao, Jaron Nix, JP Leger, 02/14/2025Healthcare providers collectively acquire billions of medical images each year, and each new image is subject to complex clinical and research workflows that are unique to each organization. New medical images are read, modified, and shared by a myriad of software systems and propagated to other downstream applications. This interoperability is made possible with the [...]
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Yudho Ahmad Diponegoro, MComp, 02/14/2025Co-authored by Falk Brauer, SVP, Product & Technology – CPQ, Zilliant, and Joshua Tan, Account Manager, AWS Excellent customer experience is a key reason why customers choose and continue to use a product. This is also true for software-based applications. An experience which allows productive use of the end users’ time is widely preferred. With [...]