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DECEMBER 1, 2024

AWS re:Invent 2024, our flagship annual conference, is taking place Dec. 2-6, 2024, in Las Vegas. This premier cloud computing event brings together

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AWS Machine Learning Blog

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. Field Advisor serves four primary use cases: AWS-specific knowledge search With Amazon Q Business, weve made internal data sources as well as public AWS content available in Field Advisors index.

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AWS Machine Learning Blog

APRIL 3, 2025

Every year, AWS Sales personnel draft in-depth, forward looking strategy documents for established AWS customers. These documents help the AWS Sales team to align with our customer growth strategy and to collaborate with the entire sales team on long-term growth ideas for AWS customers.

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AWS Machine Learning Blog

FEBRUARY 27, 2025

Having spent the last years studying the art of AWS DeepRacer in the physical world, the author went to AWS re:Invent 2024. In AWS DeepRacer: How to master physical racing? , I wrote in detail about some aspects relevant to racing AWS DeepRacer in the physical world. How did it go?

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Flipboard

NOVEMBER 25, 2024

Last week, I saw an astonishing 197 new service launches from AWS. This means we are getting closer to AWS re:Invent 2024! Our News Blog team is also …

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AWS Machine Learning Blog

APRIL 11, 2025

The AWS DeepRacer League is the worlds first autonomous racing league, open to anyone. Announced at re:Invent 2018, it puts machine learning in the hands of every developer through the fun and excitement of developing and racing self-driving remote control cars. Using a pre-trained Meta Llama 3.2

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Flipboard

MAY 28, 2025

This post focuses on how the QP model used draft centric speculative decoding (SD)also called parallel decodingwith AWS AI chips to meet the demands of Prime Day. AWS AI chips and parallel decoding To overcome these challenges, Rufus adopted parallel decoding, a simple yet powerful technique for accelerating LLM generation.

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AWS Machine Learning Blog

OCTOBER 31, 2024

By integrating human annotators with machine learning, SageMaker Ground Truth significantly reduces the cost and time required for data labeling. Create the labeling job using the CreateLabelingJob API You can also create the custom labeling job programmatically by using the AWS SDK to invoke the CreateLabelingJob API.

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insideBIGDATA

MARCH 22, 2024

GTC—Amazon Web Services (AWS), an Amazon.com company (NASDAQ: AMZN), and NVIDIA (NASDAQ: NVDA) today announced that the new NVIDIA Blackwell GPU platform—unveiled by NVIDIA at GTC 2024—is coming to AWS.

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Flipboard

FEBRUARY 11, 2025

Enhancing AWS Support Engineering efficiency The AWS Support Engineering team faced the daunting task of manually sifting through numerous tools, internal sources, and AWS public documentation to find solutions for customer inquiries. Then we introduce the solution deployment using three AWS CloudFormation templates.

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AWS Machine Learning Blog

DECEMBER 1, 2024

As developers gear up for re:Invent 2024, they again face the unique challenges of physical racing. In this blog post, I will look at what makes physical AWS DeepRacer racing—a real car on a real track—different to racing in the virtual world—a model in a simulated 3D environment. The AWS DeepRacer League is wrapping up.

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Flipboard

DECEMBER 8, 2024

Attending AWS re:Invent 2024 was like watching a forest grow and decay at 10,000-times time-lapse speed. With each major breakthrough release falling, Amazon Web Services Inc. might crush a wide swath

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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.

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AWS Machine Learning Blog

FEBRUARY 21, 2025

Lets assume that the question What date will AWS re:invent 2024 occur? The corresponding answer is also input as AWS re:Invent 2024 takes place on December 26, 2024. If the question was Whats the schedule for AWS events in December?, is within the verified semantic cache. Query processing: a.

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AWS Machine Learning Blog

APRIL 11, 2024

AWS was delighted to present to and connect with over 18,000 in-person and 267,000 virtual attendees at NVIDIA GTC, a global artificial intelligence (AI) conference that took place March 2024 in San Jose, California, returning to a hybrid, in-person experience for the first time since 2019.

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AWS Machine Learning Blog

NOVEMBER 25, 2024

You can try out the models with SageMaker JumpStart, a machine learning (ML) hub that provides access to algorithms, models, and ML solutions so you can quickly get started with ML. The model is deployed in an AWS secure environment and under your virtual private cloud (VPC) controls, helping provide data security.

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Flipboard

DECEMBER 2, 2024

Today at AWS re:Invent 2024, we are excited to announce a new feature for Amazon SageMaker inference endpoints: the ability to scale SageMaker inference endpoints to zero instances. This long-awaited capability is a game changer for our customers using the power of AI and machine learning (ML) inference in the cloud.

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AWS Machine Learning Blog

DECEMBER 2, 2024

At re:Invent 2024, we are excited to announce new capabilities to speed up your AI inference workloads with NVIDIA accelerated computing and software offerings on Amazon SageMaker. We’ll walk through the process of deploying NVIDIA NIM microservices from AWS Marketplace for SageMaker Inference.

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AWS Machine Learning Blog

DECEMBER 4, 2024

At AWS re:Invent 2024, we are excited to introduce Amazon Bedrock Marketplace. Through Bedrock Marketplace, organizations can use Nemotron’s advanced capabilities while benefiting from the scalable infrastructure of AWS and NVIDIA’s robust technologies. You can find him on LinkedIn.

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AWS Machine Learning Blog

NOVEMBER 6, 2024

Prerequisites Before you dive into the integration process, make sure you have the following prerequisites in place: AWS account – You’ll need an AWS account to access and use Amazon Bedrock. You can interact with Amazon Bedrock using AWS SDKs available in Python, Java, Node.js, and more.

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AWS Machine Learning Blog

OCTOBER 10, 2024

Amazon Lookout for Vision , the AWS service designed to create customized artificial intelligence and machine learning (AI/ML) computer vision models for automated quality inspection, will be discontinuing on October 31, 2025. For an out-of-the-box solution, the AWS Partner Network offers solutions from multiple partners.

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AWS Machine Learning Blog

OCTOBER 1, 2024

Over the last 18 months, AWS has announced more than twice as many machine learning (ML) and generative artificial intelligence (AI) features into general availability than the other major cloud providers combined. The following figure highlights where AWS lands in the DSML Magic Quadrant. All rights reserved.

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Flipboard

DECEMBER 3, 2024

Cloud computing leader Amazon Web Services’s (AWS) annual re:Invent conference for 2024 is taking place this week in Las Vegas, Nevada, and it’s shaping up to be the biggest of the series since it launched 12 years ago. Generative AI, of course, and the increasing competition between tech …

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Data Science Dojo

NOVEMBER 15, 2023

Here are nine of the top AI conferences happening in North America in 2023 and 2024 that you must attend: Top AI events and conferences in North America attend in 2023 Big Data and AI TORONTO 2023: Big Data and AI Toronto is the premier event for data professionals in Canada.

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Flipboard

DECEMBER 1, 2024

As AWS re:Invent 2024 approaches this coming week, anticipation is building for what promises to be a defining moment in the evolution of cloud computing.In an exclusive interview at Amazon Web S

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AWS Machine Learning Blog

DECEMBER 2, 2024

Today at AWS re:Invent 2024, we are excited to announce the new Container Caching capability in Amazon SageMaker, which significantly reduces the time required to scale generative AI models for inference. This feature is only supported when using inference components. dkr.ecr.amazonaws.com/pytorch-inference:2.5.1-gpu-py311-cu124-ubuntu22.04-sagemaker",

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AWS Machine Learning Blog

FEBRUARY 21, 2025

Through collaboration between AWS and DXC Technology, weve developed a scalable voice-to-voice (V2V) translation prototype that transforms how contact centers handle multi-lingual customer interactions. The prototype can be extended with other AWS AI services to further customize the translation capabilities.

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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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AWS Machine Learning Blog

OCTOBER 24, 2024

Amazon Rekognition people pathing is a machine learning (ML)–based capability of Amazon Rekognition Video that users can use to understand where, when, and how each person is moving in a video. Example code The following code example is a Python script that can be used as an AWS Lambda function or as part of your processing pipeline.

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AWS Machine Learning Blog

FEBRUARY 28, 2025

AWS DeepRacer League 2024 Championship finalists at re:Invent 2024 The AWS DeepRacer League is the worlds first global autonomous racing league powered by machine learning (ML). The following image displays the 2024 qualifiers.

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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

JUNE 5, 2025

In this post, we share how Radial optimized the cost and performance of their fraud detection machine learning (ML) applications by modernizing their ML workflow using Amazon SageMaker. To address these challenges and streamline modernization efforts, AWS offers the EBA program.

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AWS Machine Learning Blog

DECEMBER 12, 2024

On November 21, 2024, Amazon Q Business launched support for tabular search, which you can use to extract answers from tables embedded in documents ingested in Amazon Q Business. Amazon Q Business applications created on or after November 21, 2024, will automatically benefit from the new capability. Sapna Maheshwari is a Sr.

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AWS Machine Learning Blog

JUNE 11, 2025

Gardenia Technologies, a data analytics company, partnered with the AWS Prototyping and Cloud Engineering (PACE) team to develop Report GenAI , a fully automated ESG reporting solution powered by the latest generative AI models on Amazon Bedrock. LangChain offers deep integration with AWS using the first-party langchain-aws module.

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AWS Machine Learning Blog

OCTOBER 11, 2024

Since our founding nearly two decades ago, machine learning (ML) and artificial intelligence (AI) have been at the heart of building data-driven products that better match job seekers with the right roles and get people hired. Within weeks, we fine-tuned our best-performing model to-date and released it.

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AWS Machine Learning Blog

APRIL 30, 2025

We recommend referring to the Submit a model distillation job in Amazon Bedrock in the official AWS documentation for the most up-to-date and comprehensive information. You can track these job status details in both the AWS Management Console and AWS SDK. Prior to joining AWS, he obtained his Ph.D.

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AWS Machine Learning Blog

APRIL 24, 2025

AWS Field Experience (AFX) empowers Amazon Web Services (AWS) sales teams with generative AI solutions built on Amazon Bedrock , improving how AWS sellers and customers interact. Last year, AFX introduced Account Summaries as the first in a forthcoming lineup of tools designed to support and streamline sales workflows.

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