AWS Machine Learning - AI

NOVEMBER 6, 2024

In this post, we share how Hearst , one of the nation’s largest global, diversified information, services, and media companies, overcame these challenges by creating a self-service generative AI conversational assistant for business units seeking guidance from their CCoE.

Generative AI 101

Generative AI Government Technical Review Innovation 101

AWS Machine Learning - AI

NOVEMBER 26, 2023

Today, we are excited to announce three launches that will help you enhance personalized customer experiences using Amazon Personalize and generative AI. Whether you’re looking for a managed solution or build your own, you can use these new capabilities to power your journey. We are excited to launch LangChain integration.

Generative AI 123

Generative AI Artificial Inteligence AWS Sport 123

AWS Machine Learning - AI

JANUARY 4, 2024

Generative AI has opened up a lot of potential in the field of AI. We are seeing numerous uses, including text generation, code generation, summarization, translation, chatbots, and more. Randy has held a variety of positions in the technology space, ranging from software engineering to product management.

Generative AI 134

Generative AI Artificial Inteligence Enterprise Data 134

AWS Machine Learning - AI

DECEMBER 11, 2024

In this post, we illustrate how EBSCOlearning partnered with AWS Generative AI Innovation Center (GenAIIC) to use the power of generative AI in revolutionizing their learning assessment process. To get started, contact your AWS account manager. If you dont have an AWS account manager, contact sales.

Generative AI 81

Generative AI Artificial Inteligence Guidelines Education 81

AWS Machine Learning - AI

AUGUST 22, 2024

In an earlier post, we discussed how you can build private and secure enterprise generative AI applications with Amazon Q Business and AWS IAM Identity Center. This post shows how you can use Amazon Q Business IAM Federation for user access management of your Amazon Q Business applications.

Generative AI 119

Generative AI Applications Enterprise AWS 119

AWS Machine Learning - AI

DECEMBER 11, 2024

Earlier this year, we published the first in a series of posts about how AWS is transforming our seller and customer journeys using generative AI. The following screenshot shows an example of an interaction with Field Advisor.

AWS 88

AWS Generative AI Technical Review Artificial Inteligence 88

AWS Machine Learning - AI

AUGUST 14, 2024

Users such as support engineers, project managers, and product managers need to be able to ask questions about an incident or a customer, or get answers from knowledge articles in order to provide excellent customer support. Additionally, you need to hire and staff a large team to build, maintain, and manage such a system.

Generative AI 112

Generative AI Artificial Inteligence AWS Technical Review 112

AWS Machine Learning - AI

SEPTEMBER 4, 2024

Amazon SageMaker , a fully managed service to build, train, and deploy machine learning (ML) models, has seen increased adoption to customize and deploy FMs that power generative AI applications. One of the key features that enables operational excellence around model management is the Model Registry.

Generative AI 99

Generative AI Artificial Inteligence Applications AWS 99

AWS Machine Learning - AI

NOVEMBER 12, 2024

You may check out additional reference notebooks on aws-samples for how to use Meta’s Llama models hosted on Amazon Bedrock. You can implement these steps either from the AWS Management Console or using the latest version of the AWS Command Line Interface (AWS CLI). Solutions Architect at AWS.

Generative AI 101

Generative AI Artificial Inteligence Industry Analysis 101

AWS Machine Learning - AI

DECEMBER 14, 2023

Additionally, we cover the seamless integration of generative AI tools like Amazon CodeWhisperer and Jupyter AI within SageMaker Studio JupyterLab Spaces, illustrating how they empower developers to use AI for coding assistance and innovative problem-solving.

Generative AI 119

Generative AI Artificial Inteligence Tools Software Review 119

AWS Machine Learning - AI

SEPTEMBER 20, 2024

Customers like Deriv were successfully able to reduce new employee onboarding time by up to 45% and overall recruiting efforts by as much as 50% by making generative AI available to all of their employees in a safe way. Employees will have a consistent experience wherever they choose to interact with the generative AI assistant.

Generative AI 96

Generative AI Artificial Inteligence Knowledge Base AWS 96

AWS Machine Learning - AI

MAY 1, 2024

Llama2 by Meta is an example of an LLM offered by AWS. To learn more about Llama 2 on AWS, refer to Llama 2 foundation models from Meta are now available in Amazon SageMaker JumpStart. Virginia) and US West (Oregon) AWS Regions, and most recently announced general availability in the US East (Ohio) Region.

Artificial Inteligence 109

Artificial Inteligence AWS Training Generative AI 109

AWS Machine Learning - AI

JULY 9, 2024

As generative artificial intelligence (AI) inference becomes increasingly critical for businesses, customers are seeking ways to scale their generative AI operations or integrate generative AI models into existing workflows.

Generative AI 96

Generative AI Artificial Inteligence Artificial Intelligence LAN 96

AWS Machine Learning - AI

AUGUST 27, 2024

With the advent of generative AI solutions , a paradigm shift is underway across industries, driven by organizations embracing foundation models to unlock unprecedented opportunities. Ability to choose from a range of pre-configured AWS region sets tailored to your needs. Become more resilient to any traffic bursts.

AWS 140

AWS Generative AI Load Balancer Applications 140

AWS Machine Learning - AI

JUNE 11, 2024

Wiz has harnessed the power of generative AI to help organizations remove risks in their cloud environment faster. With Wiz’s new integration with Amazon Bedrock , Wiz customers can now generate guided remediation steps backed by foundation models (FMs) running on Amazon Bedrock to reduce their mean time to remediation (MTTR).

Organization 111

Organization Artificial Inteligence Generative AI AWS 111

AWS Machine Learning - AI

MARCH 27, 2024

This blog post discusses how BMC Software added AWS Generative AI capabilities to its product BMC AMI zAdviser Enterprise. These additional data points can provide deeper insight into the development KPIs, including the DORA metrics, and may be used in future generative AI efforts with Amazon Bedrock.

DevOps 108

DevOps Enterprise Artificial Inteligence Generative AI 108

AWS Machine Learning - AI

NOVEMBER 22, 2024

As the demand for generative AI continues to grow, developers and enterprises seek more flexible, cost-effective, and powerful accelerators to meet their needs. An AWS Identity and Access Management (IAM) role to access SageMaker. About the Authors Vivek Gangasani is a Senior GenAI Specialist Solutions Architect at AWS.

Artificial Inteligence 99

Artificial Inteligence AWS Generative AI Open Source 99

AWS Machine Learning - AI

DECEMBER 4, 2024

When using generative AI, achieving high performance with low latency models that are cost-efficient is often a challenge, because these goals can clash with each other. With Amazon Bedrock Model Distillation, you can now customize models for your use case using synthetic data generated by highly capable models.

Generative AI 113

Generative AI Artificial Inteligence AWS Training 113

AWS Machine Learning - AI

OCTOBER 21, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing FMs from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Generative AI 135

Generative AI Artificial Inteligence AWS Serverless 135

AWS Machine Learning - AI

NOVEMBER 21, 2023

As discussed in this post, Layout uses traditional and generative AI methods to improve efficiencies when building a wide variety of document automation solutions such as document search, contextual Q&A, summarization, key-entities extraction, and more. She is focused on building machine learning–based services for AWS customers.

Artificial Inteligence 106

Artificial Inteligence Generative AI Metrics Software Review 106

AWS Machine Learning - AI

SEPTEMBER 13, 2024

We are announcing the availability of sticky session routing on Amazon SageMaker Inference which helps customers improve the performance and user experience of their generative AI applications by leveraging their previously processed information. This feature is available in all AWS Regions where SageMaker is available.

Generative AI 84

Generative AI Applications Artificial Inteligence AWS 84

AWS Machine Learning - AI

APRIL 26, 2024

At AWS re:Invent 2023, we announced the general availability of Knowledge Bases for Amazon Bedrock. With Knowledge Bases for Amazon Bedrock, you can securely connect foundation models (FMs) in Amazon Bedrock to your company data for fully managed Retrieval Augmented Generation (RAG).

Knowledge Base 122

Knowledge Base Generative AI Artificial Inteligence AWS 122

AWS Machine Learning - AI

DECEMBER 4, 2024

SageMaker JumpStart helps you get started with machine learning (ML) by providing fully customizable solutions and one-click deployment and fine-tuning of more than 400 popular open-weight and proprietary generative AI models. It also offers a broad set of capabilities to build generative AI applications.

Artificial Inteligence 88

Artificial Inteligence Generative AI Tools Software Review 88

CIO

AUGUST 8, 2024

Tokens, or pieces of words that form the basis of most gen AI pricing structures, are a strange metric. Tokens are not a unit of value,” says Eric Moakley, the company’s head of product management. “So So to control operational costs, DoIT is strategic in its gen AI investments and expenses, he says. “We

Artificial Inteligence 210

Artificial Inteligence How To Generative AI Weak Development Team 210

AWS Machine Learning - AI

NOVEMBER 18, 2024

Amazon Bedrock is a fully managed service that provides a single API to access and use various high-performing foundation models (FMs) from leading AI companies. Amazon Bedrock also offers a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Knowledge Base 111

Knowledge Base Serverless Applications Generative AI 111

AWS Machine Learning - AI

JULY 29, 2024

Users such as support engineers, project managers, and product managers need to be able to ask questions about a project, issue, or customer in order to provide excellence in their support for customers’ needs. You also need to hire and staff a large team to build, maintain, and manage such a system.

Project Management 120

Project Management Generative AI Authentication Artificial Inteligence 120

AWS Machine Learning - AI

JULY 24, 2024

For instructions to generate a token, see User access tokens. SageMaker access with required IAM permissions – You need to have access to SageMaker with the necessary AWS Identity and Access Management (IAM) permissions to create and manage resources.

Artificial Inteligence 124

Artificial Inteligence Generative AI Training AWS 124

CIO

AUGUST 16, 2023

Ever since OpenAI’s ChatGPT set adoption records last winter, companies of all sizes have been trying to figure out how to put some of that sweet generative AI magic to use. Many, if not most, enterprises deploying generative AI are starting with OpenAI, typically via a private cloud on Microsoft Azure.

Artificial Inteligence 148

Artificial Inteligence Generative AI Open Source ChatGPT 148

AWS Machine Learning - AI

OCTOBER 2, 2024

Amazon Q Business is a fully managed generative AI-powered assistant that can answer questions, provide summaries, generate content, and complete tasks based on the data and information that is spread across your enterprise systems. The user is now able to interact with the AI assistant by submitting a question.

Artificial Inteligence 114

Artificial Inteligence Generative AI AWS Authentication 114

AWS Machine Learning - AI

NOVEMBER 20, 2024

In this post, we explore how you can use Amazon Q Business , the AWS generative AI-powered assistant, to build a centralized knowledge base for your organization, unifying structured and unstructured datasets from different sources to accelerate decision-making and drive productivity. aligned identity provider (IdP).

Data 111

Data AWS Groups Knowledge Base 111

AWS Machine Learning - AI

MAY 2, 2024

If you use Amazon Personalize with generative AI, you can also feed the metadata into prompts. Providing more context to large language models can help them gain a deeper understanding of product attributes to generate more relevant content. For Recipe , choose the new aws-user-personalization-v2 recipe.

Artificial Inteligence 112

Artificial Inteligence Machine Learning Software Engineering AWS 112

AWS Machine Learning - AI

NOVEMBER 21, 2024

Today, we’re excited to share the journey of the VW —an innovator in the automotive industry and Europe’s largest car maker—to enhance knowledge management by using generative AI , Amazon Bedrock , and Amazon Kendra to devise a solution based on Retrieval Augmented Generation (RAG) that makes internal information more easily accessible by its users.

AWS 68

AWS Lambda Generative AI Artificial Inteligence 68

AWS Machine Learning - AI

APRIL 16, 2024

IAM role – SageMaker requires an AWS Identity and Access Management (IAM) role to be assigned to a SageMaker Studio domain or user profile to manage permissions effectively. Create database connections The built-in SQL browsing and execution capabilities of SageMaker Studio are enhanced by AWS Glue connections.

Artificial Inteligence 109

Artificial Inteligence Data AWS Generative AI 109

AWS Machine Learning - AI

NOVEMBER 27, 2024

Launching a machine learning (ML) training cluster with Amazon SageMaker training jobs is a seamless process that begins with a straightforward API call, AWS Command Line Interface (AWS CLI) command, or AWS SDK interaction. About the Authors Kanwaljit Khurmi is a Principal Worldwide Generative AI Solutions Architect at AWS.

Training 102

Training Artificial Inteligence AWS Generative AI 102

AWS Machine Learning - AI

SEPTEMBER 25, 2024

models are available in SageMaker JumpStart initially in the US East (Ohio) AWS Region. models help you build and deploy cutting-edge generative AI models to ignite new innovations like image reasoning and are also more accessible for on-edge applications. An AWS Identity and Access Management (IAM) role to access SageMaker.

AWS 124

AWS Architecture Artificial Inteligence Games 124

AWS Machine Learning - AI

OCTOBER 10, 2024

SK Telecom (SKT), South Korea’s leading telecommunications company serving 30 million customers, is at the forefront of AI innovation. This collaboration aligns with SKT’s vision of using AI expertise and strategic partnerships to develop innovative AI-based products and services. He holds Ph.D.

Artificial Inteligence 82

Artificial Inteligence Generative AI Telecommunications AWS 82

AWS Machine Learning - AI

AUGUST 21, 2024

Amazon DataZone is a data management service that makes it quick and convenient to catalog, discover, share, and govern data stored in AWS, on-premises, and third-party sources. An Amazon DataZone domain and an associated Amazon DataZone project configured in your AWS account.

Artificial Inteligence 113

Artificial Inteligence Machine Learning Government Software Review 113