AWS Public Sector Blog

Tag: Machine Learning

doctor on tablet in hall of hospital

Meeting evolving patient and clinical needs during COVID-19 and beyond

The COVID-19 pandemic is challenging health systems around the world. They are responding to an increase in ill patients, managing a lack of resources such as PPE, and focusing on keeping their workforce well. With worldwide deployment of vaccines still underway, health systems will need to continue transforming to adapt to managing COVID-19 alongside other health conditions. Using cloud technology has already provided benefits to health systems during the pandemic—many of which will persist into the recovery phase. AWS is helping healthcare systems accelerate the pace of research, support data-driven decision making, and facilitate the delivery of services to citizens and patients.

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reInvent 2020 Jan

New re:Invent sessions for the public sector coming this month

AWS re:Invent 2020 is not over. Additional content will be released January 12-14, 2021 including more than 200 new no-cost, virtual sessions. In the public sector track, watch five new sessions this January on topics from preparing for ransomware to designing AI and ML applications. Hear from customers like the United States Census Bureau and Capella Space in sessions aired first in Americas, then in Asia-Pacific, and finally in EMEA – all available later on demand.

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2020 changing to 2021

5 things we’ve learned this year in the cloud for the public sector

This year, global health and economy challenged government, education, nonprofit, and health organizations to rethink operations. With a focus on their mission, organizations quickly shifted to better and more quickly serve their constituents, students, and customers. Many took advantage of ways to innovate and consider adopting the cloud. AWS looked for ways to help these organizations, educating them on the power of the cloud—no matter where they were on their cloud journey—as well as sharing inspiring stories from their peers. Here’s what we learned.

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woman researcher at computer in lab

An introduction to AWS for research IT: Getting started in the cloud

The cloud can help researchers process complex workloads, store and analyze enormous amounts of data, collaborate globally, and accelerate research and innovation. For research IT, Amazon Web Services (AWS) can help build scalable, cost-effective, and flexible environments while still maintaining the governance and guardrails for security and compliance. Following best practices, AWS allows for centralized management of resources, improved security and compliance of research workloads, and can save costs and accelerate innovation. What are some common questions from research IT customers?

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boy playing game on desktop computer

Using gamification to increase student engagement: Hot AWS EdStart startups

As students worldwide continue to attend classes virtually, teachers and parents are working to supplement student learning outside of the classroom. According to eLearning Industry, the shift to virtual learning has impacted student learning, engagement, and performance. Educators are looking for solutions to help keep students excited about learning. Four AWS EdStart Members from Brazil, China, India, and Thailand are using gamification to improve the virtual student experience and increase student performance by encouraging learning through play.

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woman taking test on computer

Using the cloud to support remote proctoring and assessment

Around the world, exams are administered to help students and adults further their education and advance their careers. In the US, approximately eight million high school students took a single standardized college entrance exam in 2019. As the pandemic shifted life to virtual work and learning, it also interrupted high stakes exams typically administered in person. For years, EdTechs like ExamSoft, Sumadi (part of Laureate Education), and ProctorFree have been developing remote proctoring and digital assessment solutions using the cloud.

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space galaxy stars

Mysteries of the universe: Training neural networks to estimate parameters of synthetic black hole images

Before the Event Horizon Telescope project released the first-ever picture of a black hole in 2019, nobody had ever seen one. Black holes are a region of space with a gravitational pull so strong that nothing—not even light—can escape them. The cloud is helping accelerate research into black holes.

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The COVID-19 infodemic: How Novetta uses machine learning to analyze unproven narratives on social media

The COVID-19 pandemic is driving a parallel “infodemic”: the rapid spread of competing and often harmful narratives about the virus. Social media plays a central role in this infodemic, serving as a forum for the spread and evolution of theories and beliefs with origins in broadcast, print, online news, blogs, and other digital arenas. As the COVID-19 infodemic grew, Novetta used AWS to create Rapid Narrative Analysis (RNA), a solution that achieves accuracy by using human expertise at critical stages of analysis while using machine learning (ML) models to rapidly diagnose the severity of the spread of key narratives at a speed needed to take effective action.

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bootprint in sand; photo by Bernard Hermant via Unsplash

Enabling warfighters and intelligence mission success

In a world where data is produced and handled at unprecedented speeds and quantities, the need for effective methods to securely store, analyze, and interpret this data is more important now than ever. As agencies within the U.S. Department of Defense and Intelligence Community turn to cloud adoption, they are able to bring new capabilities closer to the tactical edge and accelerate their digital transformation. Agencies can effectively leverage these new technologies such as AI, ML, and data analytics to free up time and resources for warfighters and analysts to focus on mission critical tasks.

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american flag in grass

In celebration of Veterans Day

Thank you to all active and retired military members for your service. At Amazon Web Services (AWS), we are honored to work together with our nation’s Veterans—from helping transitioning Veterans begin their pathway in the cloud to hiring military spouses to supporting military families. In celebration of this year’s Veterans Day, check out some of our new resources and additional programs dedicated to serving this community.

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