Tag: Amazon Sagemaker

Chesterfield County Public Schools (CCPS) in Virginia uses machine learning on Amazon Web Services (AWS) to predict the county’s rate of chronic absenteeism in high schools. CCPS includes 64 schools and over 63,000 students. They started with a high-impact project that would use data the school system was already capturing about its students. to tackle predicting chronic absenteeism.

Academic medical centers (AMCs) are under pressure to reduce costs, innovate at scale, and improve operational performance. To do this, they’re turning to the cloud. Two AWS Partner Network (APN) Public Sector Partners used the cloud to create solutions for AMCs that use large datasets to help advance medical research and analyze genomic data. Learn how these two partners are building solutions in the cloud to help AMCs further their mission.

Cloud-based technology is supporting healthcare organisations and governments in response to the evolving COVID-19 situation. Healthcare providers and professionals, governments, and patients around the world are facing an unprecedented challenge. Here are some of the ways that these health-focused organisations use cloud-based technology to help improve patient services and outcomes.

Organizations across the globe are using advanced analytics and data science to predict and make decisions. They are finding ways to use their vast and diverse data stores to predict the best place to put their next retail store, what products to recommend to customers, how many employees they need for peak hours of operation, and how long a piece of machinery has until it needs maintenance. Public sector organizations in government, education, nonprofit, and healthcare are looking to use data to advance their missions too. Learn how.

AWS is grateful for our AWS Partner Network (APN) Public Sector Partners that have stepped up to support customers during this rapidly changing and dynamic global health situation. I thought I’d share a few examples of how our innovative and agile APN Partners are collaborating with public sector organizations around the world. I hope this list gives you some ideas of ways in which our partner community can support you during this time. Here are just a few examples:

In March, the Fix This podcast focused on how the cloud is used to help improve voter engagement and elections processes and how machine learning helps to power sustainable trucking.

United Arab Emirates-based global EdTech Alef Education is on a mission to digitally transform the education sector to support its most valuable resource: teachers. The United Nations Educational, Scientific, and Cultural Organization (UNESCO) Institute for Statistics estimates that the world needs almost 69 million new teachers by 2030 to meet the deadline of the United Nations Sustainable Development Goal for quality education. But according to latest projections, the world will fail its education commitments without addressing the teacher shortage.

Research shows that students who feel safe are more likely to be engaged at school and be more successful in all aspects of life – not just academics. But students are dealing with the reality of increased violence in schools – finding it more difficult to feel safe. Administrator concerns in the wake of school violence have made school safety a top priority in K12. One collaboration is delivering a safer learning environment for students through a scalable, highly secure, and innovative cloud services solution.

What if someone in a hospital room or public train station suddenly falls due to a stroke or other health issue? An automated monitoring system like AWS DeepLens, a deep learning-enabled video camera for developers, could detect such falls and contact emergency services in a timely manner. Using AWS DeepLens, I created a solution.

Imagine: Transforming the patient and caregiver experience by streamlining health providers and administrative staff interactions and calculating risk score and clinical decision support systems to offer clinicians actionable insights at the point of care. Establishing healthcare data interoperability interfaces, like Fast Healthcare Interoperability Resource (FHIR), can help empower patients and improve their care.