Tag: Machine Learning

The humanities—including performing and visual arts—help us understand and interpret the world around us. With the recent pandemic, cultural institutions are challenged as attendance is slowing, funding is diminishing, and programs are being shut down. These cultural institutions must adapt to meet the challenges of this new world. Amazon and AWS have tools to help museums, performing arts centers, and other cultural organizations extend their sphere of influence and increase their engagement with patrons, to remain relevant and better engage audiences in a digital world.

Data is at the heart of healthcare, but our wellbeing is complex. It is a challenge to find the right approach when analyzing or visualizing data. Technology like text-to-speech, augmented reality (AR), and deep learning can help us better understand and explain health data. By designing solutions in the cloud, we can leverage AWS to launch and scale helpful tools as needed, paying for only what we use while keeping data secure.

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.

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.

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.

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?

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.

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.

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.

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.