AWS Public Sector Blog

Tag: Machine Learning

cloud horizon

Building cloud-based community knowledge about machine learning to predict and understand extreme weather

The National Center for Atmospheric Research (NCAR) is a federally funded research and development center sponsored by the National Science Foundation. It engages in large-scale Earth system science research projects in collaboration with the broader university community. NCAR hosts visitors from around the world, develops community models including the Community Earth System Model and the Weather Research and Forecasting Model, and maintains supercomputers, observational systems, and aircraft to support further study on the how the planet works. As part of the Amazon Sustainability Data Initiative, we invited Dr. David John Gagne, machine learning (ML) scientist at NCAR, to share how open data and machine learning on AWS are impacting the way we predict and understand extreme weather.

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football on field; Photo by Dave Adamson on Unsplash

Using a data-driven approach and machine learning to coach at the collegiate level

The University of Illinois Urbana-Champaign (UIUC) believes that technology is a powerful tool for driving results and innovation on campus. Their chief information officer, Mark Henderson, developed a task force—called the Data and Technology Innovation Lab—to identify department challenges and task individuals to build innovative solutions using technology. One area where UIUC identified an opportunity was sports analytics using machine learning (ML). Learn more about how UIUC was inspired by what they were seeing in professional sports, using data to shift their approach to coaching football.

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AWSPS_2020 AI ML Week

AWS Artificial Intelligence and Machine Learning Week is back – Register now

Artificial intelligence (AI) solutions are helping solve some of the biggest short- and long-term challenges within the public sector. But how can you quickly identify new AI-powered opportunities and use cases to solve unique and specific challenges within your organization? AWS AI and ML Week, taking place from September 14-18, includes seven curated webinars from introductory to expert level. Whether you’re new to AI or an experienced machine learning developer, attend our webinars and dive into some of the most common AI use cases for the public sector from this year.

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notebook glasses laptop

How artificial intelligence and Amazon Alexa are teaching students to write

Ecree, an AWS EdStart Member, was founded by educators who believed the way we teach students to write is broken. The volume of work a teacher is being asked to do means students don’t always get the necessary attention and feedback required to develop their writing skills. Ecree’s founding team set out to support teachers and students by creating the world’s first rules-based tool that assesses student writing in the same way a highly trained professor does, on-demand. The solution uses cloud technologies including machine learning (ML), artificial intelligence (AI), and voice technology to help improve student writing.

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AI and ML Rapid Adoption Initiative

Launching the AI and ML Rapid Adoption Assistance Initiative for AWS Public Sector Partners

Artificial intelligence (AI) and related technologies including machine learning (ML) and deep learning (DL) can transform the way government agencies operate and enable them to provide improved citizen services. AWS Partner Network Partners have been working with AWS to accelerate solutions development using AI and related technologies for our public sector customers. To further assist partners in the acceleration of AI and ML, AWS is launching a new partner initiative: the AI and ML Rapid Adoption Assistance Initiative.

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female doctor on cell phone

Treating cancer with the power of the cloud

Cancer Commons is a nonprofit network of patients, physicians, and scientists dedicated to helping patients identify and access the best personalized treatment options. Erika Vial Monteverdi, executive director of Cancer Commons, describes how the AWS compute infrastructure, combined with services like Amazon Comprehend Medical, enable physicians and patients to leverage the collective knowledge of the world’s top institutions. 

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Saguaro National Park

A streamlined, mobile-first approach to service delivery for counties and states

The COVID-19 pandemic magnified the health and financial strain in communities across the country. Before the pandemic hit, Wildfire, a state association for Community Action Agencies, was working with Prefix, an AWS Partner Network Technology Partner, to develop a cloud-based solution for utility and rental assistance. When the City of Phoenix requested they support the distribution of $20 million CARES Act funds, they shifted their resources and existing infrastructure and, in a matter of weeks, stood up a repeatable public-facing solution.

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man with headphones leaning over laptop

Pivoting and scaling with AWS: Three EdTechs share their journey to support education

The impact of COVID-19 has K12 and higher education institutions working hard to prepare for students to return to learning that will be anything but typical. The 2020-2021 academic year will include various teaching and learning modalities—virtual, hybrid, and face-to-face—and most expect a shift from one to another throughout the year. Globally, EdTechs are working with AWS to accelerate features and solutions to better support students and educators in teaching and learning, physical and mental wellness, and health and safety.

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blurry photo of people passing through Fulton Street subway station in NYC

Powering scalable, fast, and secure solutions to support contact tracing

AWS is committed to helping our customers address the challenges brought about by COVID-19. In the months since the pandemic started, we have helped governments and organizations around the world accelerate efforts to track the virus, understand its outbreak, and better contain its spread. These are principles that have been reinforced by the World Health Organization (WHO). With the number of worldwide cases continuing to rise at an alarming rate, there is a global imperative to discover, test, and isolate patients in order to slow the viral spread, save lives, and fully reopen economies. To meet this public health imperative, governments are expanding their use of a well-established technique called ‘contact tracing’.

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