AWS Machine Learning Blog

AUGUST 29, 2024

The AWS DeepRacer League is the world’s first autonomous racing league, open to everyone and powered by machine learning (ML). AWS DeepRacer brings builders together from around the world, creating a community where you learn ML hands-on through friendly autonomous racing competitions.

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Hacker News

JANUARY 22, 2025

Passive DNS records from DomainTools.com show that between 2016 and 2018 the domain was connected to an Internet server in Germany, and that the domain was left to expire in 2018. The Russian search giant Yandex reports this user account belongs to an “Ivan I.” ” from Moscow. ne ” instead of “ awsdns-06.net.”

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APRIL 13, 2023

At AWS, we have played a key role in democratizing ML and making it accessible to anyone who wants to use it, including more than 100,000 customers of all sizes and industries. AWS has the broadest and deepest portfolio of AI and ML services at all three layers of the stack.

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JANUARY 14, 2025

The research team at AWS has worked extensively on building and evaluating the multi-agent collaboration (MAC) framework so customers can orchestrate multiple AI agents on Amazon Bedrock Agents. At AWS, he led the Dialog2API project, which enables large language models to interact with the external environment through dialogue.

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AWS Machine Learning Blog

OCTOBER 5, 2023

In this post, we walk through how to fine-tune Llama 2 on AWS Trainium , a purpose-built accelerator for LLM training, to reduce training times and costs. We review the fine-tuning scripts provided by the AWS Neuron SDK (using NeMo Megatron-LM), the various configurations we used, and the throughput results we saw.

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AWS Machine Learning Blog

FEBRUARY 29, 2024

In this post, we investigate of potential for the AWS Graviton3 processor to accelerate neural network training for ThirdAI’s unique CPU-based deep learning engine. As shown in our results, we observed a significant training speedup with AWS Graviton3 over the comparable Intel and NVIDIA instances on several representative modeling workloads.

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AWS Machine Learning Blog

NOVEMBER 8, 2023

AWS and NVIDIA have come together to make this vision a reality. AWS, NVIDIA, and other partners build applications and solutions to make healthcare more accessible, affordable, and efficient by accelerating cloud connectivity of enterprise imaging. AHI provides API access to ImageSet metadata and ImageFrames.

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AWS Machine Learning Blog

SEPTEMBER 19, 2023

Implementing a multi-modal agent with AWS consolidates key insights from diverse structured and unstructured data on a large scale. All this is achieved using AWS services, thereby increasing the financial analyst’s efficiency to analyze multi-modal financial data (text, speech, and tabular data) holistically.

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AWS Machine Learning Blog

APRIL 7, 2025

Virginia) AWS Region. Prerequisites To try the Llama 4 models in SageMaker JumpStart, you need the following prerequisites: An AWS account that will contain all your AWS resources. An AWS Identity and Access Management (IAM) role to access SageMaker AI. The example extracts and contextualizes the buildspec-1-10-2.yml

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AWS Machine Learning Blog

JANUARY 17, 2024

Today, we’re excited to announce the availability of Llama 2 inference and fine-tuning support on AWS Trainium and AWS Inferentia instances in Amazon SageMaker JumpStart. In this post, we demonstrate how to deploy and fine-tune Llama 2 on Trainium and AWS Inferentia instances in SageMaker JumpStart.

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AWS Machine Learning Blog

NOVEMBER 26, 2024

Since 2018, using state-of-the-art proprietary and open source large language models (LLMs), our flagship product— Rad AI Impressions — has significantly reduced the time radiologists spend dictating reports, by generating Impression sections. This post is co-written with Ken Kao and Hasan Ali Demirci from Rad AI.

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AWS Machine Learning Blog

MAY 14, 2024

We present the solution and provide an example by simulating a case where the tier one AWS experts are notified to help customers using a chat-bot. We provide LangChain and AWS SDK code-snippets, architecture and discussions to guide you on this important topic. Here, we use the on-demand option.

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AWS Machine Learning Blog

MARCH 8, 2023

In this post, you will learn how Marubeni is optimizing market decisions by using the broad set of AWS analytics and ML services, to build a robust and cost-effective Power Bid Optimization solution. AWS Step Functions to orchestrate both the data and ML pipelines. Manager Data Science at Marubeni Power International.

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AWS Machine Learning Blog

AUGUST 7, 2023

In an effort to create and maintain a socially responsible gaming environment, AWS Professional Services was asked to build a mechanism that detects inappropriate language (toxic speech) within online gaming player interactions. Unfortunately, as in the real world, not all players communicate appropriately and respectfully.

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AWS Machine Learning Blog

JANUARY 13, 2023

To mitigate these challenges, we propose a federated learning (FL) framework, based on open-source FedML on AWS, which enables analyzing sensitive HCLS data. In this two-part series, we demonstrate how you can deploy a cloud-based FL framework on AWS. For Account ID , enter the AWS account ID of the owner of the accepter VPC.

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APRIL 10, 2025

They declined, and in 2018 Musk left the organisation.) Securities and Exchange Commission (SEC) in 2018 when he posted that he was "considering taking Tesla private at $420" and had "funding secured." However, it wouldn't be the first time Musk appeared to make business decisions based on joke numbers.

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AWS Machine Learning Blog

MAY 31, 2023

Getting AWS Certified can help you propel your career, whether you’re looking to find a new role, showcase your skills to take on a new project, or become your team’s go-to expert. Reading the FAQ page of the AWS services relevant for your certification exam is important in order to acquire a deeper understanding of the service.

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APRIL 16, 2025

The solution uses various AWS services to create an end-to-end system that enables field technicians to capture label images, extract data using AI models, verify the accuracy, and seamlessly update the inventory database. AWS Lambda Serverless functions for implementing the verification logic and routing data based on confidence levels.

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AWS Machine Learning Blog

JUNE 26, 2024

This post is a follow-up to Generative AI and multi-modal agents in AWS: The key to unlocking new value in financial markets. For unstructured data, the agent uses AWS Lambda functions with AI services such as Amazon Comprehend for natural language processing (NLP). The following diagram illustrates the technical architecture.

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AWS Machine Learning Blog

JULY 9, 2024

of its consolidated revenues during the years ended December 31, 2019, 2018 and 2017, respectively. Currently he helps customers in the financial service and insurance industry build machine learning solutions on AWS. Scott Mullins is Managing Director and General Manger of AWS’ Worldwide Financial Services organization.

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AWS Machine Learning Blog

FEBRUARY 6, 2024

We implemented the solution using the AWS Cloud Development Kit (AWS CDK). One of the more popular and useful of the transformer architectures, Bidirectional Encoder Representations from Transformers (BERT), is a language representation model that was introduced in 2018. The first GPT model was introduced in 2018 by OpenAI.

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AWS Machine Learning Blog

DECEMBER 2, 2024

O Texts (2018). [3] Before joining AWS, he worked in the management consulting industry as a data scientist, serving the financial services and telecommunications sectors. Before joining AWS, he completed a PhD in Machine Learning at the Technical University of Munich, Germany, doing research on probabilistic models for event data.

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Towards AI

NOVEMBER 6, 2024

Here, we will focus on enterprise-friendly choices like Azure OpenAI, AWS Bedrock, and open-source models from Hugging Face 🤗 It is essential to evaluate and identify the most suitable embedding model for your application in order to optimize accuracy, latency, storage, memory, and cost.

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AWS Machine Learning Blog

NOVEMBER 26, 2024

About the Authors Benoit de Patoul is a GenAI/AI/ML Specialist Solutions Architect at AWS. Naresh Nagpal is a Solutions Architect at AWS with extensive experience in application development, integration, and technology architecture. In his free time, he likes to play piano and spend time with friends.

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AWS Machine Learning Blog

MARCH 14, 2024

In this post we highlight how the AWS Generative AI Innovation Center collaborated with the AWS Professional Services and PGA TOUR to develop a prototype virtual assistant using Amazon Bedrock that could enable fans to extract information about any event, player, hole or shot level details in a seamless interactive manner.

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NOVEMBER 24, 2023

In this post, we show you how SnapLogic , an AWS customer, used Amazon Bedrock to power their SnapGPT product through automated creation of these complex DSL artifacts from human language. SnapLogic background SnapLogic is an AWS customer on a mission to bring enterprise automation to the world.

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AWS Machine Learning Blog

NOVEMBER 14, 2023

The solution also uses Amazon Bedrock , a fully managed service that makes foundation models (FMs) from Amazon and third-party model providers accessible through the AWS Management Console and APIs. or higher installed on either Linux, Mac, or a Windows Subsystem for Linux and an AWS account.

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AWS Machine Learning Blog

SEPTEMBER 11, 2024

In 2018, other forms of PBAs became available, and by 2020, PBAs were being widely used for parallel problems, such as training of NN. Examples of other PBAs now available include AWS Inferentia and AWS Trainium , Google TPU, and Graphcore IPU. In November 2023, AWS announced the next generation Trainium2 chip.

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AWS Machine Learning Blog

NOVEMBER 9, 2023

In these two studies, commissioned by AWS, developers were asked to create a medical software application in Java that required use of their internal libraries. About the authors Qing Sun is a Senior Applied Scientist in AWS AI Labs and work on AWS CodeWhisperer, a generative AI-powered coding assistant.

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DataRobot Blog

MAY 6, 2018

This past month we had news from SAS Global Forum, Microstrategy, Oracle, AWS, Google, Qlik Qonnections, Tableau and several other smaller vendors. by Jen Underwood. Fallout from the March Facebook scandal continued while GDPR. Read More.

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Flipboard

FEBRUARY 2, 2023

There are around 3,000 and 4,000 plays from four NFL seasons (2018–2021) for punt and kickoff plays, respectively. Models were trained and cross-validated on the 2018, 2019, and 2020 seasons and tested on the 2021 season. He works with AWS customers to solve business problems with artificial intelligence and machine learning.

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Data Science Dojo

MARCH 4, 2024

RTX Series and Ray Tracing: In 2018, NVIDIA enhanced the capabilities of its GPUs with real-time ray tracing, known as the RTX Series. Collaborations with leading tech giants – AWS, Microsoft, and Google among others – paved the way to expand NVIDIA’s influence in the AI market.

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AWS Machine Learning Blog

SEPTEMBER 23, 2024

Since its launch in 2018, Just Walk Out technology by Amazon has transformed the shopping experience by allowing customers to enter a store, pick up items, and leave without standing in line to pay. About the Authors Tian Lan is a Principal Scientist at AWS. Chris Broaddus is a Senior Manager at AWS.

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Dataconomy

APRIL 26, 2023

The growing demand for edge computing services is driving innovation and competition among edge computing companies Aarna Networks Aarna Networks , established in 2018, is striving to simplify edge orchestration for enterprises by offering private 5G and enterprise edge computing application automation software.

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AWS Machine Learning Blog

APRIL 3, 2023

Prerequisites You need an AWS account to use this solution. To run this JumpStart 1P Solution and have the infrastructure deployed to your AWS account, you need to create an active Amazon SageMaker Studio instance (refer to Onboard to Amazon SageMaker Domain ).

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Dataconomy

SEPTEMBER 4, 2023

For instance, British Airways faced a fine of £183 million ($230 million) for a GDPR breach in 2018. Downtime, like the AWS outage in 2017 that affected several high-profile websites, can disrupt business operations. Cloud platforms like AWS, Azure, and Google Cloud offer scalable resources that can be provisioned on-demand.

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AWS Machine Learning Blog

OCTOBER 2, 2024

Additionally, check out the service introduction video from AWS re:Invent 2023. About the Authors Maira Ladeira Tanke is a Senior Generative AI Data Scientist at AWS. Mark Roy is a Principal Machine Learning Architect for AWS, helping customers design and build generative AI solutions.

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