AWS Public Sector Blog

Category: Amazon SageMaker JumpStart

AWS branded background design with text overlay that says "Building your first generative AI conversational experience on AWS"

Building your first generative AI conversational experience on AWS

Amazon Web Services (AWS) offers a variety of options for building chat-based assistants with generative artificial intelligence (AI) capabilities. The goal of this post is to present in simple words some of these options and what to keep in mind to decide which to use and how to get started.

AWS branded background design with text overlay that says "New AI/ML solutions in AWS GovCloud (US) underpin responsible innovation"

New AI/ML solutions in AWS GovCloud (US) underpin responsible innovation

How can technology leaders rapidly deliver responsible artificial intelligence-based innovation while aligning with the broad spectrum of strict regulatory requirements? The answer is simple: Amazon Web Services (AWS) GovCloud (US) provides the technology that underpins a solid foundation for securely and compliantly building and deploying AI capabilities. Read this post to learn more.

AWS branded background design with text overlay that says "AWS collaborates with Malaysia Ministry of Higher Education’s JPPKK to build next-generation AI workforce"

AWS collaborates with Malaysia Ministry of Higher Education’s JPPKK to build next-generation AI workforce

Generative artificial intelligence (AI) has revolutionized how we work and is reshaping the workforce of the future. However, a recent study conducted by Access Partnership for AWS revealed that 81 percent of Malaysia’s employers struggle to find the AI talent they need, despite nine in 10 stating that hiring AI-skilled talent is a priority for them. To address the nation’s AI skills gap, AWS and Jabatan Pendidikan Politeknik & Kolej Komuni (JPPKK), an agency under Malaysia’s Ministry of Higher Education (MOHE), teamed up to introduce new training initiatives targeting both educators and students to uplift Malaysia’s TVET (technical and vocational education and training) community.

AWS branded background design with text overlay that says "Use modular architecture for flexible and extensible RAG-based generative AI solutions"

Use modular architecture for flexible and extensible RAG-based generative AI solutions

In this post, we cover an Amazon Web Services (AWS) Cloud infrastructure with a modular architecture that enables you to explore and take advantage of the benefits from different Retrieval-Augmented Generation (RAG)-based generative AI resources in a flexible way. This solution provides several benefits, along with faster time-to-market and shorter development cycles.

AWS branded background with text overlay that says "Improve road safety by analyzing traffic patterns with no-code ML using Amazon SageMaker Canvas"

Improve road safety by analyzing traffic patterns with no-code ML using Amazon SageMaker Canvas

To improve safety and convenience, transportation agencies amass a substantial volume of data. However, these organizations encounter challenges in data accuracy validation due to issues related to data quality and occasional missing information. With the incorporation of new artificial intelligence and machine learning capabilities from Amazon Web Services (AWS), they can take advantage of no-code solutions to identify and address data gaps.

Generative AI in education: Building AI solutions using course lecture content

Generative AI in education: Building AI solutions using course lecture content

The education sector has gone through a transformative technological change in the last few years. First, the pandemic created a rise in e-learning solutions, as teachers and students adopted digital platforms for communicating, teaching and learning, and managing academic information. These solutions show that students all over the world can get quality education over the […]