Hacker News

APRIL 2, 2025

The 'Real ID,' a New Federal Standard for Driver's Licenses, Threatens Our Basic Freedoms

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AWS Machine Learning Blog

NOVEMBER 1, 2024

Google Workspace users and groups are mapped to the _user_id and _group_ids fields associated with the Amazon Q Business application in AWS IAM Identity Center. After you configure your identity source, you can look up users or groups to grant them single sign-on access to AWS accounts, applications, or both.

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AWS Machine Learning Blog

OCTOBER 10, 2023

Customers often need to train a model with data from different regions, organizations, or AWS accounts. Existing partner open-source FL solutions on AWS include FedML and NVIDIA FLARE. These open-source packages are deployed in the cloud by running in virtual machines, without using the cloud-native services available on AWS.

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Flipboard

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. He received his PhD from the University of Tokyo in 2020, earning a Deans Award. She obtained her Ph.D.

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AWS Machine Learning Blog

NOVEMBER 29, 2024

You can use open-source libraries, or the AWS managed Large Model Inference (LMI) deep learning container (DLC) to dynamically load and unload adapter weights. Prerequisites To run the example notebooks, you need an AWS account with an AWS Identity and Access Management (IAM) role with permissions to manage resources created.

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AWS Machine Learning Blog

SEPTEMBER 4, 2024

A challenge for DevOps engineers is the additional complexity that comes from using Kubernetes to manage the deployment stage while resorting to other tools (such as the AWS SDK or AWS CloudFormation ) to manage the model building pipeline. kubectl for working with Kubernetes clusters. eksctl for working with EKS clusters.

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Hacker News

OCTOBER 25, 2023

I originally posted this on Reddit so I could get a good sample of opinions from other engineers to see how they compared to mine before…

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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. She speaks at internal and external conferences such AWS re:Invent, Women in Manufacturing West, YouTube webinars, and GHC 23. model in Amazon Bedrock.

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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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Hacker News

JANUARY 22, 2025

From June 30, 2020 until January 14, 2025, one of the core Internet servers that MasterCard uses to direct traffic for portions of the mastercard.com network was misnamed. The misconfiguration persisted for nearly five years until a security researcher spent $300 to register the domain and prevent it from being grabbed by cybercriminals.

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AWS Machine Learning Blog

MAY 23, 2023

In April 2023, AWS unveiled Amazon Bedrock , which provides a way to build generative AI-powered apps via pre-trained models from startups including AI21 Labs , Anthropic , and Stability AI. Amazon Bedrock also offers access to Titan foundation models, a family of models trained in-house by AWS. Deploy the AWS CDK application.

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Flipboard

NOVEMBER 22, 2023

The Amazon Web Services (AWS) Open Data Sponsorship Program makes high-value, cloud-optimized datasets publicly available on AWS. The full list of publicly available datasets are on the Registry of Open Data on AWS and also discoverable on the AWS Data Exchange. This quarter, AWS released 34 new or updated datasets.

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Flipboard

APRIL 5, 2025

In any case, it's an awful lot to be surrendering to tools that are infamously prone to making up information and lying. In 2020, Dahmani showed that relying on GPS to get around cripples our spatial memory. Thought and language aren't one and the same, but the line separating them is blurry.

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AWS Machine Learning Blog

FEBRUARY 23, 2023

For more information about distributed training with SageMaker, refer to the AWS re:Invent 2020 video Fast training and near-linear scaling with DataParallel in Amazon SageMaker and The science behind Amazon SageMaker’s distributed-training engines. In a later post, we will do a deep dive into the DNNs used by ADAS systems.

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AWS Machine Learning Blog

AUGUST 3, 2023

AWS intelligent document processing (IDP), with AI services such as Amazon Textract , allows you to take advantage of industry-leading machine learning (ML) technology to quickly and accurately process data from any scanned document or image. In this post, we share how to enhance your IDP solution on AWS with generative AI.

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AWS AI AI ML 96

PyImageSearch

MAY 12, 2025

Home Table of Contents Build a Search Engine: Deploy Models and Index Data in AWS OpenSearch Introduction What Will We Do in This Blog? However, we will also provide AWS OpenSearch instructions so you can apply the same setup in the cloud. This is useful for running OpenSearch locally for testing before deploying it on AWS.

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Flipboard

MAY 15, 2025

The content and opinions in this post are those of the third-party author and AWS is not responsible for the content or accuracy of this post. Early 2020, with the push for deep learning and transformer models, Qualtrics created its first enterprise-level ML platform called Socrates.

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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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AWS Machine Learning Blog

NOVEMBER 22, 2023

When AWS launched purpose-built accelerators with the first release of AWS Inferentia in 2020, the M5 team quickly began to utilize them to more efficiently deploy production workloads , saving both cost and reducing latency. Like many ML organizations, accelerators are largely used to accelerate DL training and inference.

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Flipboard

DECEMBER 3, 2024

At Amazon Web Services (AWS) , we are committed to empowering our partners to accelerate their cloud innovation journeys. In 2023, we expanded PTP to include Targeted Transformation Modules (TTMs), which provide tailored guidance to help AWS Partners accelerate their journey in specific topic areas.

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AWS Machine Learning Blog

JUNE 11, 2025

For instance, a developer setting up a continuous integration and delivery (CI/CD) pipeline in a new AWS Region or running a pipeline on a dev branch can quickly access Adobe-specific guidelines and best practices through this centralized system. Building on these learnings, improving retrieval precision emerged as the next critical step.

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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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AWS Machine Learning Blog

SEPTEMBER 25, 2024

After the documents are successfully copied to the S3 bucket, the event automatically invokes an AWS Lambda The Lambda function invokes the Amazon Bedrock knowledge base API to extract embeddings—essential data representations—from the uploaded documents. Choose the AWS Region where you want to create the bucket. Choose Create bucket.

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AWS Machine Learning Blog

JANUARY 6, 2023

The recently published IDC MarketScape: Asia/Pacific (Excluding Japan) AI Life-Cycle Software Tools and Platforms 2022 Vendor Assessment positions AWS in the Leaders category. The company had to be among the top 15 vendors by the reported revenues of 2020–2021 in the APEJ region, according to IDC’s AI Software Tracker. AWS position.

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AWS Machine Learning Blog

DECEMBER 14, 2023

In line with this mission, Talent.com collaborated with AWS to develop a cutting-edge job recommendation engine driven by deep learning, aimed at assisting users in advancing their careers. The solution does not require porting the feature extraction code to use PySpark, as required when using AWS Glue as the ETL solution.

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ETL AWS ML ML 113

Data Science 101

JANUARY 3, 2020

2020 is here. I did create my list of 3 predictions for 2020, so those will be coming out soon. Machine Learning with Kubernetes on AWS A talk from Container Day 2019 in San Diego. Machine Learning with Kubernetes on AWS A talk from Container Day 2019 in San Diego. This is a free webinar on January 28, 2020.

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Data Science Cloud Data AWS Machine Learning 78

Data Science 101

JANUARY 31, 2020

Recent Announcements from Google BigQuery Easier to analyze Parquet and ORC files, a new bucketize transformation, new partitioning options AWS Database export to S3 Data from Amazon RDS or Aurora databases can now be exported to Amazon S3 as a Parquet file. The first course in this series should be arriving in February 2020.

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Data Science 101

MARCH 7, 2020

AWS DeepRacer 2020 Season is underway This looks to be a fun project. Azure HDInsight now supports Apache analytics projects This announcement includes Spark, Hadoop, and Kafka. The frameworks in Azure will now have better security, performance, and monitoring. I might have to join in the future.

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AWS Machine Learning Blog

DECEMBER 2, 2024

3 (2020): 1181-1191. [4] 140 (2020): 1-67. [6] Before joining AWS, he worked in the management consulting industry as a data scientist, serving the financial services and telecommunications sectors. O Texts (2018). [3] 3] Salinas, David, Valentin Flunkert, Jan Gasthaus, and Tim Januschowski. 4] Nie, Yuqi, Nam H. Webb, Rob J.

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Tableau

MARCH 9, 2021

We just completed our annual Tableau Partner Executive Kick Offs (PEKO), where top partners from around the world join us virtually to celebrate all the great performances in 2020 and hear from Tableau executives on our direction for FY22. Thank you to all of our nominees for their incredible work in 2020! We appreciate you AWS!

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AWS Machine Learning Blog

OCTOBER 20, 2023

Customers of every size and industry are innovating on AWS by infusing machine learning (ML) into their products and services. The architecture maps the different capabilities of the ML platform to AWS accounts. The reference architecture for the ML platform with various AWS services is shown in the following diagram.

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Hacker News

JUNE 12, 2025

Join us for a meetup about our work, lessons learned, and where we see the future of open source security going by following our meetup calendar [link] Tags : Audit , gitlab , open source , OSTIF , Ruby on Rails , security , Sovereign Tech Agency , x41 D-Sec Topics ADA Logics Audits AWS Bug Bounties Chainguard CNCF Eclipse Foundation Encryption Financial (..)

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AWS Database 69

Data Science 101

FEBRUARY 22, 2020

This weeks news includes information about AWS working with Azure, time-series, detecting text in videos and more. Dates are set for Google Cloud Next 2020 It is April 6-8, 2020 in San Francisco Power BI has a new usage metrics report Power BI is the visualization and reporting tool from Microsoft.

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Cloud Data Data Science Power BI Azure 103

Data Science 101

JANUARY 10, 2020

2020 is now in full swing and the announcements are starting to show up. Upcoming Online ML/AI Conference, AWS Innovate A free, online conference hosted by Amazon Web Services. It focuses on using AWS products to solve data science problems. It is February 19, 2020. There are some good ones this week.

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AWS Machine Learning Blog

MARCH 29, 2023

In this post, we discuss how the IEO developed UNDP’s artificial intelligence and machine learning (ML) platform—named Artificial Intelligence for Development Analytics (AIDA)— in collaboration with AWS, UNDP’s Information and Technology Management Team (UNDP ITM), and the United Nations International Computing Centre (UNICC).

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AWS Machine Learning Blog

JUNE 24, 2024

Amazon SageMaker Ground Truth is an AWS managed service that makes it straightforward and cost-effective to get high-quality labeled data for machine learning (ML) models by combining ML and expert human annotation. Overall Architecture Krikey AI built their AI-powered 3D animation platform using a comprehensive suite of AWS services.

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O'Reilly Media

NOVEMBER 26, 2024

In 2020, the World Economic Forum estimated that automation will displace 85 million jobs by 2025 but will also create 97 million new jobs. Examples of these skills are artificial intelligence (prompt engineering, GPT, and PyTorch), cloud (Amazon EC2, AWS Lambda, and Microsoft’s Azure AZ-900 certification), Rust, and MLOps.

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