Implement a secure, serverless GraphQL architecture in AWS GovCloud (US) to optimize API flexibility and efficiency
GraphQL is a query language and server-side runtime system for application programming interfaces (APIs) that prioritizes giving clients exactly the information they request and no more. GraphQL can help public sector customers focus on their data and provide ways to explore the data in their APIs. Learn a reference architecture using serverless technologies that you can use to build GraphQL-enabled solutions in the AWS GovCloud (US) Regions to unify data access in real-time and simplify operations.
Learn how to store historical geospatial data, such as weather data, on AWS using Amazon DynamoDB. This approach allows for virtually unlimited amounts of data storage combined with query performance fast enough to support an interactive UI. This approach can also filter by date or by location, and enables time- and cost- efficient querying.
In this blog post, learn a high-level architecture, built on AWS, that uses a graph database to analyze unstructured and structured educational data that can, for example, help inform a recommendation to a student for the appropriate courses to take in their next semester based on multiple personalized data factors.
Graph database solutions like Amazon Neptune from AWS help organize learner information to enable more holistic analysis for educational institutions and education technology companies (EdTechs). By linking learner data from multiple sources and drawing new correlations from data, educators can deliver more personalized learning experiences. In this blog post, learn how educators can use graph databases to enhance the learning experience.
Data lakes are becoming increasingly common in many different workloads, and geospatial is no exception. In 2021, Amazon Web Services (AWS) announced geography and geohash support on Amazon Redshift, so geospatial analysts have the capability to quickly and efficiently query geohashed vector data in Amazon Simple Storage Service (Amazon S3). In this blog post, I walk through how to use geohashing with Amazon Redshift partitioning for quick and efficient geospatial data access, analysis, and transformation in your data lake.
ONE is a global movement to end extreme poverty and preventable disease by 2030. Advocacy is about taking action in real time, so we need to reach people wherever they are. In Africa, that means using mobile devices. To help us reach audiences across Africa, we launched a mobile chatbot built on AWS.
Forrester estimates that data-driven businesses are growing at an average of more than 30 percent annually. This is also happening at education technology companies. With new data sources have emerging, including real-time streaming data from virtual classrooms, mobile engagement, unique usage, and new learners, these data sources are shaping the next generation of EdTech products that engage learners meaningfully around the world. Learn how four AWS EdStart Members are utilizing data to power their solutions.
The United Kingdom (UK) government’s 2011 Skills for Life survey estimated that about 49% of UK adults had levels of numeracy—the ability to understand and use math in real-life situations—on par with primary school children. In response, National Numeracy, a nonprofit to help UK adults increase numeracy, was founded in 2012. Leveraging AWS, National Numeracy established a digital-first approach to engage UK communities with educational resources that help improve real-world math skills that can help them better manage their finances, find new job opportunities, assist their children in math, and more.
Moodle is an open-source learning management system (LMS). Moodle has more than 300 million users worldwide across both academic and enterprise organizations, and is the world’s most widely used learning platform. There are many ways to get started with Moodle on AWS. In this blog post, I focus on how to scale and optimize Moodle once you are already serving students. In this case, you may need to deal with migrating data from an existing platform and making sure the new environment caters to thousands of students, and still be cost-effective — we cover additional considerations in this walkthrough.
NHS Digital launched NHS login, a serverless identity platform to facilitate access to a range of health and care apps for residents in England, with AWS, amongst other suppliers. Using the AWS Cloud, NHS Digital achieves scale, high availability, and security for citizens accessing these services, and helps users access NHS services quicker and more simply. NHS login is one of a number of services NHS Digital are hosting on the cloud as part of the UK government’s ‘Cloud First’ policy.