AWS Machine Learning Blog

JUNE 11, 2024

Starting with the AWS Neuron 2.18 release , you can now launch Neuron DLAMIs (AWS Deep Learning AMIs) and Neuron DLCs (AWS Deep Learning Containers) with the latest released Neuron packages on the same day as the Neuron SDK release. AWS DLCs provide a set of Docker images that are pre-installed with deep learning frameworks.

AWS 115

AWS Deep Learning Deep Learning ML 115

Flipboard

SEPTEMBER 11, 2023

Last year, Nvidia made an unusual proposal to Amazon Web Services and other cloud providers that have long been the biggest buyers of Nvidia’s specialized artificial intelligence server chips. Nvidia wanted to lease Nvidia-powered servers in the cloud providers’ data centers so it could turn.

AWS 181

AWS Artificial Intelligence Artificial Intelligence Cloud Computing 181

Flipboard

NOVEMBER 18, 2024

Unleash your inner developer with AWS App Studio, the generative AI-powered application builder. Turn your idea into fully-fledged, intelligent, custom, secure, and scalable software in minutes.

AWS 178

AWS AI AI Computer Science 178

Flipboard

JANUARY 6, 2025

Amazon Web Services (AWS) re:Invent drew nearly 60,000 attendees from across the globe to Las Vegas, Nevada, December 26, 2024. The conference featured 5 keynotes, 18 innovation talks, and 1,900 sessions and hands-on labs offering immersive learning and networking opportunities.

AWS 149

AWS Computer Science Computer Science Artificial Intelligence 149

Flipboard

NOVEMBER 26, 2023

Today we are announcing two new optimized integrations for AWS Step Functions with Amazon Bedrock. Step Functions is a visual workflow service that helps developers build distributed applications, automate processes, orchestrate microservices, and create data and machine learning (ML) pipelines.

AWS 181

AWS Machine Learning Machine Learning ML 181

Flipboard

AUGUST 27, 2023

As one of the largest cloud computing providers in … The company turns to AI-powered solutions to help its business bounce back in an uncertain economy.

Artificial Intelligence 123

Artificial Intelligence Artificial Intelligence Cloud Computing AWS 123

Flipboard

NOVEMBER 26, 2023

As the rush to generative artificial intelligence only gains more momentum every day, Amazon Web Services Inc. Chief Executive Adam Selipsky think there's one core capability to ensure it fulfills its

Artificial Intelligence 177

Artificial Intelligence Artificial Intelligence AWS AI 177

Flipboard

DECEMBER 13, 2024

The AWS re:Invent gathering in Las Vegas last week provided several newsworthy announcements, including the cloud giants entry into the world of AI

AWS 137

AWS AI AI Cloud Computing 137

Flipboard

DECEMBER 5, 2024

Dive Brief: PwC is expanding its alliance with AWS in pursuit of industry-tailored generative AI applications, the two companies announced at AWS

AWS 130

AWS AI AI Computer Science 130

AWS Machine Learning Blog

OCTOBER 29, 2024

This engine uses artificial intelligence (AI) and machine learning (ML) services and generative AI on AWS to extract transcripts, produce a summary, and provide a sentiment for the call. Organizations typically can’t predict their call patterns, so the solution relies on AWS serverless services to scale during busy times.

AWS 105

AWS AI AI ML 105

AWS Machine Learning Blog

NOVEMBER 15, 2024

Prerequisites Make sure you meet the following prerequisites: Make sure your SageMaker AWS Identity and Access Management (IAM) role has the AmazonSageMakerFullAccess permission policy attached. You may be prompted to subscribe to this model through AWS Marketplace. On the AWS Marketplace listing , choose Continue to subscribe.

AWS 101

AWS Computer Science Computer Science Database 101

AWS Machine Learning Blog

APRIL 29, 2024

Close collaboration with AWS Trainium has also played a major role in making the Arcee platform extremely performant, not only accelerating model training but also reducing overall costs and enforcing compliance and data integrity in the secure AWS environment. Our cluster consisted of 16 nodes, each equipped with a trn1n.32xlarge

AWS 119

AWS Clustering ML ML 119

AWS Machine Learning Blog

SEPTEMBER 27, 2024

These are just some examples of the additional richness Anthropic’s Claude 3 brings to generative artificial intelligence (AI) interactions. Architecting specific AWS Cloud solutions involves creating diagrams that show relationships and interactions between different services.

AWS 118

AWS AI AI Computer Science 118

Flipboard

DECEMBER 5, 2024

I sat down with AWS CEO Matt Garman at the company’s re:Invent conference in Las Vegas, Nevada to talk through Amazon’s AI strategy and plans for the future.

AWS 144

AWS AI AI Computer Science 144

Dataconomy

MARCH 13, 2023

How to create an artificial intelligence? The creation of artificial intelligence (AI) has long been a dream of scientists, engineers, and innovators. Understanding artificial intelligence Before diving into the process of creating AI, it is important to understand the key concepts and types of AI.

Artificial Intelligence 98

Artificial Intelligence Artificial Intelligence Natural Language Processing Algorithm 98

Flipboard

DECEMBER 3, 2024

AWS Database Migration Service Schema Conversion (DMS SC) helps you accelerate your database migration to AWS. Using DMS SC, you can assess, convert, …

Database 132

Database AWS AI AI 132

Flipboard

DECEMBER 4, 2024

There is no shortage of announcements and talks at AWS’s re:Invent conference here in Vegas this week—from AWS CEO Matt Garman and President & CEO of Amazon (AMZN) Andy Jassy to partners like Apple (AAPL). Last month I wrote about how artificial intelligence (AI) will redefine our workplaces at …

Artificial Intelligence 139

Artificial Intelligence Artificial Intelligence AWS AI 139

AWS Machine Learning Blog

JUNE 20, 2024

AWS customers that implement secure development environments often have to restrict outbound and inbound internet traffic. This becomes increasingly important with artificial intelligence (AI) development because of the data assets that need to be protected. For Service category , select AWS services.

AWS 95

AWS Machine Learning Machine Learning AI 95

Flipboard

AUGUST 14, 2023

The future of artificial intelligence is quickly being made into an out-of-box experience that companies can customize based on their specific needs. …

AWS 123

AWS Artificial Intelligence Artificial Intelligence AI 123

AWS Machine Learning Blog

MAY 1, 2024

Large language models (LLMs) are making a significant impact in the realm of artificial intelligence (AI). 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.

AWS 109

AWS ML ML Clustering 109

Flipboard

JULY 5, 2023

Today, we are delighted to introduce the latest version of the AWS Well-Architected Machine Learning (ML) Lens whitepaper. The AWS Well-Architected Framework provides architectural best practices for designing and operating ML workloads on AWS.

Machine Learning 126

Machine Learning Machine Learning AWS ML 126

Flipboard

JULY 21, 2023

Dive Brief:• AWS launched a generative AI primer course aimed at executives Thursday, available for free on the AWS Skill Builder platform and its …

AWS 117

AWS AI AI Computer Science 117

Flipboard

MAY 10, 2023

IBM is taking on the likes of Microsoft, AWS, and Google by introducing Watsonx, a new generative AI platform, which will help enterprises design and …

AWS 123

AWS AI AI Computer Science 123

Flipboard

JUNE 28, 2023

DeepLearning.AI, in partnership with AWS, has announced an exciting new course on Coursera called "Generative AI with Large Language Models"

AWS 123

AWS AI AI Computer Science 123

Flipboard

JULY 26, 2023

Amazon Web Services on Wednesday announced a new service for health-care software providers called AWS HealthScribe, which uses generative artificial …

AWS 123

AWS Computer Science Computer Science Artificial Intelligence 123

Flipboard

DECEMBER 1, 2023

Amazon’s latest artificial intelligence venture, Amazon Q, is facing a storm of criticism just three days after its announcement.

Artificial Intelligence 134

Artificial Intelligence Artificial Intelligence AWS Computer Science 134

AWS Machine Learning Blog

DECEMBER 10, 2024

You can now use state-of-the-art model architectures, such as language models, computer vision models, and more, without having to build them from scratch. Prerequisites To try out Pixtral 12B in SageMaker JumpStart, you need the following prerequisites: An AWS account that will contain all your AWS resources.

AWS 96

AWS ML ML AI 96

Flipboard

DECEMBER 5, 2024

Amazon to quadruple performance of its AI processors by late 2025 as it readies giant ExaFLOPS supercomputer for AI.

AWS 176

AWS AI AI Computer Science 176

Flipboard

JUNE 22, 2023

Amazon's cloud unit wants to show investors that it's committed to generative artificial intelligence after blockbuster announcements from rivals.

Artificial Intelligence 123

Artificial Intelligence Artificial Intelligence AWS Computer Science 123

AWS Machine Learning Blog

JUNE 25, 2024

Amazon Web Services is excited to announce the launch of the AWS Neuron Monitor container , an innovative tool designed to enhance the monitoring capabilities of AWS Inferentia and AWS Trainium chips on Amazon Elastic Kubernetes Service (Amazon EKS). Prometheus requires the Container Storage Interface (CSI) in the EKS cluster.

AWS 86

AWS ML ML Clustering 86

AWS Machine Learning Blog

SEPTEMBER 19, 2023

Technical challenges with multi-modal data further include the complexity of integrating and modeling different data types, the difficulty of combining data from multiple modalities (text, images, audio, video), and the need for advanced computer science skills and sophisticated analysis tools.

AWS 121

AWS AI AI ML 121

Flipboard

NOVEMBER 28, 2023

Amazon Q, currently available for contact centers, will be integrated to other AWS services soon. Amazon’s cloud business AWS launched a chat tool called Amazon Q, where businesses can ask questions specific to their companies. Announced during a keynote speech by AWS CEO Adam Selipsky at AWS …

AWS 181

AWS AI AI Computer Science 181

Flipboard

DECEMBER 3, 2024

Apple surprised everyone with its presence at AWS re:Invent 2024. During his keynote, AWS chief Matt Garman invited Benoit Dupin, Apple’s senior director of machine learning and AI, on stage to speak about how the company works with Amazon Web Services (AWS) and uses its servers to power its AI and machine learning features.

AWS 81

AWS Machine Learning Machine Learning AI 81

AWS Machine Learning Blog

JANUARY 13, 2023

In this two-part series, we demonstrate how you can deploy a cloud-based FL framework on AWS. We have developed an FL framework on AWS that enables analyzing distributed and sensitive health data in a privacy-preserving manner. In this post, we showed how you can deploy the open-source FedML framework on AWS. Conclusion.

AWS 87

AWS Analytics Analytics Machine Learning 87

Towards AI

JANUARY 6, 2025

TOP 20 AI CERTIFICATIONS TO ENROLL IN 2025 Ramp up your AI career with the most trusted AI certification programs and the latest artificial intelligence skills. AGI would mean AI can think, learn, and work just like a human, an incredible leap in artificial intelligence technology.

Artificial Intelligence 105

Artificial Intelligence Artificial Intelligence AI AI 105

Flipboard

APRIL 13, 2023

But rather than build AI models entirely by itself, it’s recruiting third parties to host models on AWS. AWS today unveiled Amazon Bedrock, which provides a way to build generative AI-powered apps via pretrained models from startups including … Amazon is throwing its hat into the generative AI ring.

AWS 181

AWS AI AI Computer Science 181

Flipboard

DECEMBER 22, 2024

MRI images are understandably complex and data-heavy. Because of this, developers training large language models (LLMs) for MRI analysis have had to slice captured images into 2D. But this results in just an approximation of the original image, thus limiting the models ability to analyze intricate

AWS 180

AWS AI AI Computer Science 180