What is AI? - Artificial Intelligence Explained - AWS
NOVEMBER 12, 2024
What Is Artificial Intelligence (AI)? Artificial intelligence (AI) is a technology with human-like problem-solving capabilities. AI in action appears …
Artificial Intelligence AWS Computer Science 
Generative AI on AWS – Generative AI, LLMs, and Foundation Models – AWS
NOVEMBER 16, 2024
Transform your business with generative AI Boost productivity, build differentiated experiences, and innovate faster with AWS Get started with …
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AWS bets on liquid cooling for its AI servers
DECEMBER 2, 2024
It’s AWS re:Invent this week, Amazon’s annual cloud computing extravaganza in Las Vegas, and as is tradition, the company has so much to announce, it can’t fit everything into its five (!) Ahead of the show’s official opening, AWS on Monday detailed a number of updates to its overall data …
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Get started quickly with AWS Trainium and AWS Inferentia using AWS Neuron DLAMI and AWS Neuron DLC
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.
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Nvidia Muscles Into Cloud Services, Rankling AWS
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.
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Tech stack modernization: AWS drives AI success - SiliconANGLE
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
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Build and modify apps using natural language with AWS App Studio, now generally available
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.
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AWS, PwC collab to create industry-tailored AI applications
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
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Build generative AI apps using AWS Step Functions and Amazon Bedrock
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.
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How Artificial Intelligence Is Revitalizing Amazon's AWS Business: A Closer Look
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.
Matt Garman’s Vision for AWS: 400 Trillion Objects, $4B Anthropic Bet and More
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.
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A reInvent exclusive: AWS CEO Adam Selipsky to reveal a new generative AI stack - SiliconANGLE
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
How The Upending Era Of Agentic AI Will Create All-Digital Workforces
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 …
PEFT fine tuning of Llama 3 on SageMaker HyperPod with AWS Trainium
AWS Machine Learning Blog
DECEMBER 24, 2024
To simplify infrastructure setup and accelerate distributed training, AWS introduced Amazon SageMaker HyperPod in late 2023. In this blog post, we showcase how you can perform efficient supervised fine tuning for a Meta Llama 3 model using PEFT on AWS Trainium with SageMaker HyperPod. architectures/5.sagemaker-hyperpod/LifecycleScripts/base-config/
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Transcribe, translate, and summarize live streams in your browser with AWS AI and generative AI services
AWS Machine Learning Blog
NOVEMBER 13, 2024
Recognizing this need, we have developed a Chrome extension that harnesses the power of AWS AI and generative AI services, including Amazon Bedrock , an AWS managed service to build and scale generative AI applications with foundation models (FMs). The user signs in by entering a user name and a password.
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Revolutionizing large language model training with Arcee and AWS Trainium
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
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Architecture to AWS CloudFormation code using Anthropic’s Claude 3 on Amazon Bedrock
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.
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Creating an artificial intelligence 101
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.
New – Accelerate database modernization with generative AI using AWS Database Migration Service Schema Conversion
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, …
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Connect to Amazon services using AWS PrivateLink in Amazon SageMaker
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.
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AWS brings easy AI app development to companies
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. …
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Simple guide to training Llama 2 with AWS Trainium on Amazon SageMaker
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.
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Introducing the latest Machine Learning Lens for the AWS Well-Architected Framework
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.
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AWS building ExaFLOPS-class supercomputer for AI with hundreds of thousands homegrown Trainium2 processors — AWS forges a path without Nvidia GPUs
DECEMBER 5, 2024
Amazon to quadruple performance of its AI processors by late 2025 as it readies giant ExaFLOPS supercomputer for AI.
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AWS launches generative AI primer course aimed at executives
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 …
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IBM takes on AWS, Google, and Microsoft with Watsonx
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 …
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Andrew Ng Releases Generative AI with LLMs Course with AWS
JUNE 28, 2023
DeepLearning.AI, in partnership with AWS, has announced an exciting new course on Coursera called "Generative AI with Large Language Models"
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AWS announces generative A.I. tool to save doctors time on paperwork
JULY 26, 2023
Amazon Web Services on Wednesday announced a new service for health-care software providers called AWS HealthScribe, which uses generative artificial …
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Accelerate custom labeling workflows in Amazon SageMaker Ground Truth without using AWS Lambda
AWS Machine Learning Blog
OCTOBER 31, 2024
Previously, setting up a custom labeling job required specifying two AWS Lambda functions: a pre-annotation function, which is run on each dataset object before it’s sent to workers, and a post-annotation function, which is run on the annotations of each dataset object and consolidates multiple worker annotations if needed.
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Amazon Q Raises Eyebrows Over Confidential Data Disclosure and Hallucinations | Cryptopolitan
DECEMBER 1, 2023
Amazon’s latest artificial intelligence venture, Amazon Q, is facing a storm of criticism just three days after its announcement.
AWS is investing $100 million in generative A.I. center in race to keep up with Microsoft and Google
JUNE 22, 2023
Amazon's cloud unit wants to show investors that it's committed to generative artificial intelligence after blockbuster announcements from rivals.
Scale and simplify ML workload monitoring on Amazon EKS with AWS Neuron Monitor container
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.
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Learn how GE Healthcare used AWS to build a new AI model that interprets MRIs
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
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Generative AI and multi-modal agents in AWS: The key to unlocking new value in financial markets
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.
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Amazon’s Q AI assistant lets users ask questions about their company’s data
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 …
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Apple Intelligence is Nothing without AWS
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.
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Build a read-through semantic cache with Amazon OpenSearch Serverless and Amazon Bedrock
AWS Machine Learning Blog
NOVEMBER 26, 2024
In this post, we demonstrate how to use various AWS technologies to establish a serverless semantic cache system. The solution presented in this post can be deployed through an AWS CloudFormation template. The solution presented in this post can be deployed through an AWS CloudFormation template.
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Federated Learning on AWS with FedML: Health analytics without sharing sensitive data – Part 1
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.
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With Bedrock, Amazon enters the generative AI race
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.
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Build fullstack AI apps in minutes with the new Amplify AI Kit
NOVEMBER 19, 2024
Today we are excited to announce the general availability of the AWS Amplify AI kit, the quickest way for fullstack developers to build web apps with …
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Advanced RAG patterns on Amazon SageMaker
AWS Machine Learning Blog
MARCH 28, 2024
For more information on Mixtral-8x7B Instruct on AWS, refer to Mixtral-8x7B is now available in Amazon SageMaker JumpStart. Before you get started with the solution, create an AWS account. This identity is called the AWS account root user. The Mixtral-8x7B model is made available under the permissive Apache 2.0
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The Future of Search: Exploring Generative AI Chat-Based Solutions with AWS and Slalom
NOVEMBER 17, 2023
In a recent webinar, Slalom and Amazon Web Services (AWS) showcased the incredible potential of chat-based enterprise search powered by AWS generative …
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Generative AI Data Governance - Amazon Bedrock Guardrails - AWS
DECEMBER 17, 2024
Build responsible AI applications with Guardrails Amazon Bedrock Guardrails provides configurable safeguards to help safely build generative AI
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Amazon AWS’s barrage of Gen AI announcements aim to outdo Microsoft
NOVEMBER 29, 2023
Cloud computing giant Amazon Web Services (AWS), has until recently has been perceived as playing catch-up with its rivals Microsoft Azure and Google Cloud in the emerging field of generative AI. But over the past two days at its AWS Re:Invent conference, Amazon has taken off the gloves against its …
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