AWS Machine Learning Blog

NOVEMBER 22, 2024

This post discusses how to use AWS Step Functions to efficiently coordinate multi-step generative AI workflows, such as parallelizing API calls to Amazon Bedrock to quickly gather answers to lists of submitted questions. Tuning these parameters can help limit the length or influence the randomness or diversity of the model’s response.

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Dataconomy

NOVEMBER 29, 2023

AWS re:Invent 2023 , Amazon Web Services’ annual flagship conference, took place in Las Vegas from November 27 to December 1, 2023. AWS re:Invent 2023 keynotes Although Amazon has not been mentioned much by the media for many years, it has provided us with many services in the field of technology.

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Flipboard

DECEMBER 1, 2023

We will deliver quick hits of the biggest news from AWS re:Invent as they are announced. © 2023 TechCrunch. All rights reserved. For personal use only.

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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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Analytics Vidhya

FEBRUARY 19, 2023

Overall, data pipelines are a critical component of any data-driven organization, helping to ensure […] The post Top 10 Data Pipeline Interview Questions to Read in 2023 appeared first on Analytics Vidhya.

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Analytics Vidhya

AUGUST 18, 2023

ETL tools play a vital role in this set of circumstances. […] The post 15 Best ETL Tools Available in the Market in 2023 appeared first on Analytics Vidhya.

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Flipboard

NOVEMBER 30, 2023

We will deliver quick hits of the biggest news from AWS re:Invent as they are announced. © 2023 TechCrunch. All rights reserved. For personal use only.

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AWS Machine Learning Blog

NOVEMBER 22, 2023

Yes, the AWS re:Invent season is upon us and as always, the place to be is Las Vegas! are the sessions dedicated to AWS DeepRacer ! Generative AI is at the heart of the AWS Village this year. You marked your calendars, you booked your hotel, and you even purchased the airfare. And last but not least (and always fun!)

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Analytics Vidhya

OCTOBER 25, 2023

This article explores data management’s key tool features and lists the top tools for 2023. Why Use Data […] The post Top 9 Data Management Tools to Use in 2023 appeared first on Analytics Vidhya. To steer growth, employ effective data management strategies and tools.

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AWS Machine Learning Blog

OCTOBER 22, 2024

Amazon SageMaker is a cloud-based machine learning (ML) platform within the AWS ecosystem that offers developers a seamless and convenient way to build, train, and deploy ML models. In 2023, SageMaker announced the release of the new SageMaker Studio, which offers two new types of applications: JupyterLab and Code Editor.

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Towards AI

NOVEMBER 5, 2023

Last Updated on November 5, 2023 by Editorial Team Author(s): Euclidean AI Originally published on Towards AI. Source: [link] This article describes a solution for a generative AI resume screener that got us 3rd place at DataRobot & AWS Hackathon 2023. AWS Bedrock provides a Python SDK named Boto3. Give us feedback.

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Dataconomy

OCTOBER 19, 2023

The alarming news of the Casio data breach in 2023 reverberated across the globe! Casio data breach 2023: While the compromised data did not include credit card information, it encompassed personal details of customers ( Image credit ) Casio data breach 2023 affects 149 countries Casio first detected the breach on October 11, 2023.

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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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Hacker News

JULY 5, 2024

How to make AWS Signature V4 requests with curl

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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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Hacker News

JULY 21, 2023

Before March 2023 I couldn't for the life of me understand what was going on in the AWS VPC dashboard. So, with the goal of figuring out the various resources involved in networking, I read (most of) this book: AWS Networking… I mean, look at the length of the scrolling bar on the left-hand panel!

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MoorInsights for Forbes

DECEMBER 8, 2023

Robert Kramer shares his top insights from two busy days at this year's AWS re:Invent conference, including key announcements from both AWS and its partners.

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AWS Machine Learning Blog

APRIL 17, 2024

Despite the availability of advanced distributed training libraries, it’s common for training and inference jobs to need hundreds of accelerators (GPUs or purpose-built ML chips such as AWS Trainium and AWS Inferentia ), and therefore tens or hundreds of instances. or later NPM version 10.0.0 or later NPM version 10.0.0

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AWS Machine Learning Blog

DECEMBER 10, 2024

The models can be provisioned on dedicated SageMaker Inference instances, including AWS Trainium and AWS Inferentia powered instances, and are isolated within your virtual private cloud (VPC). An AWS Identity and Access Management (IAM) role to access SageMaker. To request a service quota increase, refer to AWS service quotas.

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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. Registration will open in November 2023.

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AWS Machine Learning Blog

JULY 11, 2024

To enable secure and scalable model customization, Amazon Web Services (AWS) announced support for customizing models in Amazon Bedrock at AWS re:Invent 2023. To address this challenge, AWS announced native integration between Amazon Bedrock and AWS Step Functions. A notification email is sent with the outcome.

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Flipboard

NOVEMBER 20, 2024

Prerequisites Before proceeding with this tutorial, make sure you have the following in place: AWS account – You should have an AWS account with access to Amazon Bedrock. For a query like “A strategy game with cool graphics released after 2023?”” it will extract “strategy” (genre) and “2023” (year). get('text').split(':')[0].split(',')[-1].replace('score

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Flipboard

NOVEMBER 29, 2023

During a keynote at its re:Invent conference this morning, Amazon debuted Titan Image Generator, which is now available in preview for AWS customers on Bedrock, Amazon’s AI development platform. A part […] © 2023 TechCrunch. All rights reserved. For personal use only.

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Data Science Dojo

JULY 6, 2023

Essential data engineering tools for 2023 Top 10 data engineering tools to watch out for in 2023 1. Amazon Redshift: Amazon Redshift is a cloud-based data warehousing service provided by Amazon Web Services (AWS). It allows data engineers to store, manage, and analyze large datasets efficiently.

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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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AWS Machine Learning Blog

JANUARY 29, 2025

In this post, we explore how to deploy distilled versions of DeepSeek-R1 with Amazon Bedrock Custom Model Import, making them accessible to organizations looking to use state-of-the-art AI capabilities within the secure and scalable AWS infrastructure at an effective cost. You can monitor costs with AWS Cost Explorer.

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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.

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AWS Machine Learning Blog

SEPTEMBER 27, 2024

We can also gain an understanding of data presented in charts and graphs by asking questions related to business intelligence (BI) tasks, such as “What is the sales trend for 2023 for company A in the enterprise market?” AWS Fargate is the compute engine for web application. This allows you to experiment quickly with new designs.

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IBM Journey to AI blog

SEPTEMBER 11, 2023

IBM and AWS have been working together since 2016 to provide secure, automated solutions for hybrid cloud environments. This understanding forms the cornerstone of the IBM and AWS collaboration, creating an environment where data and AI are seamlessly integrated to yield remarkable results.

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AWS Machine Learning Blog

OCTOBER 16, 2024

We pick the first week of December 2023 in this example. By utilizing the search_raster_data_collection function from SageMaker geospatial, we identified 8,581 unique Sentinel-2 images taken in the first week of December 2023. About the Author Xiong Zhou is a Senior Applied Scientist at AWS.

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AWS Machine Learning Blog

MARCH 4, 2024

Looking back to 2021, when Anthropic first started building on AWS, no one could have envisioned how transformative the Claude family of models would be. In just a few short months since Amazon Bedrock became generally available on September 28, 2023, more than 10K customers have been using it to deliver, and many of them are using Claude.

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AWS Machine Learning Blog

APRIL 2, 2024

In 2023, AWS announced an expanded collaboration with Hugging Face to accelerate our customers’ generative artificial intelligence (AI) journey. Over the past year, we have partnered to make it effortless to train, fine-tune, and deploy Hugging Face models using Amazon SageMaker , AWS Trainium , and AWS Inferentia.

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AWS Machine Learning Blog

FEBRUARY 6, 2024

QnABot on AWS is an open source solution built using AWS native services like Amazon Lex , Amazon OpenSearch Service , AWS Lambda , Amazon Transcribe , and Amazon Polly. According to Gartner Magic Quadrant 2023, ServiceNow is one of the leading IT Service Management (ITSM) providers on the market. QnABot version 5.4+

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AWS Machine Learning Blog

AUGUST 26, 2024

At AWS, we are transforming our seller and customer journeys by using generative artificial intelligence (AI) across the sales lifecycle. It will be able to answer questions, generate content, and facilitate bidirectional interactions, all while continuously using internal AWS and external data to deliver timely, personalized insights.

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Hacker News

JANUARY 17, 2024

" It is more efficient than AWS Lambda, Azure Functions, and Google Cloud Functions. XFaaS is Meta's private platform for "Hyperscale and Low Cost Serverless Functions."

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AWS Machine Learning Blog

DECEMBER 4, 2024

The US nationwide fraud losses topped $10 billion in 2023, a 14% increase from 2022. Expand to generative AI use cases with your existing AWS and Tecton architecture After you’ve developed ML features using the Tecton and AWS architecture, you can extend your ML work to generative AI use cases.

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Flipboard

NOVEMBER 25, 2023

Thanksgiving has passed in the U.S., so it’s on to the December holiday season — but before we can deck the halls and jingle some bells, an important …

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