AWS Machine Learning - AI

NOVEMBER 26, 2024

Using vLLM on AWS Trainium and Inferentia makes it possible to host LLMs for high performance inference and scalability. Deploy vLLM on AWS Trainium and Inferentia EC2 instances In these sections, you will be guided through using vLLM on an AWS Inferentia EC2 instance to deploy Meta’s newest Llama 3.2 You will use inf2.xlarge

Artificial Inteligence 98

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Xebia

FEBRUARY 25, 2025

This would allow your users to download the file using their browsers simply. But what if you want to control who can download the file? AWS has a service called Cognito that allows you to manage a pool of users. You could make the object publicly available. If you need to scale it, you can add CloudFront.

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AWS Machine Learning - AI

NOVEMBER 14, 2024

Prerequisites To perform this solution, complete the following: Create and activate an AWS account. Make sure your AWS credentials are configured correctly. This tutorial assumes you have the necessary AWS Identity and Access Management (IAM) permissions. For this walkthrough, we will use the AWS CLI to trigger the processing.

Software Review 105

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AWS Machine Learning - AI

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 - AI

DECEMBER 4, 2024

SageMaker Unified Studio combines various AWS services, including Amazon Bedrock , Amazon SageMaker , Amazon Redshift , Amazon Glue , Amazon Athena , and Amazon Managed Workflows for Apache Airflow (MWAA) , into a comprehensive data and AI development platform. Navigate to the AWS Secrets Manager console and find the secret -api-keys.

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AWS Machine Learning - AI

MARCH 3, 2025

Hybrid architecture with AWS Local Zones To minimize the impact of network latency on TTFT for users regardless of their locations, a hybrid architecture can be implemented by extending AWS services from commercial Regions to edge locations closer to end users. Next, create a subnet inside each Local Zone. Amazon Linux 2).

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AWS Artificial Inteligence Technical Review Systems Review 76

Xebia

OCTOBER 18, 2024

million downloads per week. Additionally, for model definitions: {{ config( materialized='external_table', location="{{ env_var('LOCATION_PREFIX') }}/customers", plugin = 'unity' ) }} We specify external_table materialization and a storage location (local or cloud, like AWS S3). What’s Next?

Open Source 162

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AWS Machine Learning - AI

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. Container Caching addresses this scaling challenge by pre-caching the container image, eliminating the need to download it when scaling up.

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Perficient

APRIL 4, 2025

In Part 1 of this series, we learned about the importance of AWS and Pulumi. Now, lets explore the demo part in this practical session, which will create a service on AWS VPC by using Pulumi. Generate Security Credentials After creating the user, download or copy the Access Key ID and Secret Access Key.

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Dzone - DevOps

JULY 1, 2021

In this AWSome Pipeline tutorial, I will deploy a Spring Boot microservice to AWS Cloud using the different CI/CD tools provided by AWS. We will be creating different IAM roles needed and then set up the AWS pipeline to continuously deliver software changes to our EC2 instances.

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AWS Machine Learning - AI

NOVEMBER 20, 2024

In this post, we explore how you can use Amazon Q Business , the AWS generative AI-powered assistant, to build a centralized knowledge base for your organization, unifying structured and unstructured datasets from different sources to accelerate decision-making and drive productivity. In this post, we use IAM Identity Center as the SAML 2.0-aligned

Data 110

Data AWS Groups Knowledge Base 110

AWS Machine Learning - AI

APRIL 16, 2025

Why LoRAX for LoRA deployment on AWS? The surge in popularity of fine-tuning LLMs has given rise to multiple inference container methods for deploying LoRA adapters on AWS. Prerequisites For this guide, you need access to the following prerequisites: An AWS account Proper permissions to deploy EC2 G6 instances.

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Artificial Inteligence Generative AI AWS Storage 88

Xebia

JANUARY 15, 2023

When you want to configure a custom domain for an AppRunner service with CloudFormation, you will notice that the required resource AWS::AppRunner::CustomDomain is missing. GetAtt AppRunnerCustomDomainProvider.Arn This will call the AssociateCustomDomain to associate the domain name with the AWS App Runner subdomain URL of your service.

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AWS Machine Learning - AI

OCTOBER 31, 2024

The web application that the user uses to retrieve answers is connected to an identity provider (IdP) or AWS IAM Identity Center. If you haven’t created one yet, refer to Build private and secure enterprise generative AI apps with Amazon Q Business and AWS IAM Identity Center for instructions. Access to AWS Secrets Manager.

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AWS Machine Learning - AI

MARCH 20, 2025

Users can access these AI capabilities through their organizations single sign-on (SSO), collaborate with team members, and refine AI applications without needing AWS Management Console access. The workflow is as follows: The user logs into SageMaker Unified Studio using their organizations SSO from AWS IAM Identity Center.

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Xebia

AUGUST 10, 2023

Extensive documentation exists for implementing SAML-based authentication for AWS Client VPN through IDPs like Okta and Azure AD, but if you or your customers happen to use a different IDP – documentation is hard to come by. Towards the end of this article we take a look at authorization rules as implemented by AWS Client VPN.

Authentication 130

Authentication AWS Groups Applications 130

CIO

FEBRUARY 4, 2025

If the ban is enacted, cloud-based deployments on Azure, AWS, and Nvidia could be discontinued, potentially requiring urgent migration to alternative models, said Anil Clifford, founder of UK-based IT consulting firm Eden Consulting. When asked about the impact of the ban on these models, AWS and Nvidia did not comment.

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AWS Machine Learning - AI

MARCH 13, 2025

HF_TOKEN : This parameter variable provides the access token required to download gated models from the Hugging Face Hub, such as Llama or Mistral. Model Base Model Download DeepSeek-R1-Distill-Qwen-1.5B Model Base Model Download DeepSeek-R1-Distill-Qwen-1.5B GenAI Data Scientist at AWS. meta-llama/Llama-3.2-11B-Vision-Instruct

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Artificial Inteligence AWS Machine Learning Load Balancer 94

AWS Machine Learning - AI

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.

Knowledge Base 90

Knowledge Base Lambda Enterprise AWS 90

Xebia

JANUARY 8, 2024

The cloud, particularly Amazon Web Services (AWS), has made storing vast amounts of data more uncomplicated than ever before. S3 Storage Undoubtedly, anyone who uses AWS will inevitably encounter S3, one of the platform’s most popular storage services. The following table gives you an overview of AWS storage costs.

Storage 147

Storage AWS Backup Policies 147

Xebia

FEBRUARY 28, 2023

Cloud Financial Management shows that with a disciplined and structured approach, you can become very successful at managing AWS cost optimization by controlling your expenses. To put this statement into numbers we explain our actions based on actual AWS services and their prices. Imagine you’re an AWS customer and you employ a m5.xlarge

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AWS Machine Learning - AI

FEBRUARY 11, 2025

We use various AWS services to deploy a complete solution that you can use to interact with an API providing real-time weather information. Sonnet in the same AWS Region where youll deploy this solution The accompanying AWS CloudFormation template downloaded from the aws-samples GitHub repo.

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AWS Machine Learning - AI

DECEMBER 19, 2024

If you dont have an existing application, you can create an application integrated with AWS IAM Identity Center or AWS Identity and Access Management (IAM) identity federation. You can find your web experience ID with the list-web-experiences AWS CLI command. Amazon Q Business hosts the web experience on an AWS domain.

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AWS Machine Learning - AI

NOVEMBER 21, 2024

We guide you through deploying the necessary infrastructure using AWS CloudFormation , creating an internal labeling workforce, and setting up your first labeling job. Solution overview This audio/video segmentation solution combines several AWS services to create a robust annotation workflow. We demonstrate how to use Wavesurfer.js

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AWS Machine Learning - AI

MAY 1, 2024

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. Virginia) and US West (Oregon) AWS Regions, and most recently announced general availability in the US East (Ohio) Region.

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AWS Machine Learning - AI

MARCH 18, 2025

Solution overview: patient reporting and analysis in clinical trials Key AWS services used in this solution include Amazon Simple Storage Service (Amazon S3), AWS HealthScribe , Amazon Transcribe , and Amazon Bedrock. An AWS account. If you dont have one, you can register for a new AWS account.

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Artificial Inteligence Technical Review Healthcare Systems Review 109

Palo Alto Networks

SEPTEMBER 19, 2023

Plus, find out about managed cloud firewalls and how these services are tightly integrated into CSP environments, such as AWS and Azure. Don't miss out on this invaluable resource, and download your copy today. The post Just Released and Ready for Download — Software Firewalls for Dummies appeared first on Palo Alto Networks Blog.

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Firewall Software Virtualization Data Center 110

TechCrunch

NOVEMBER 23, 2022

The upstart SuperGaming, which uses its gaming engine in its own titles as well as the official PAC-MAN game for mobile devices, has garnered millions of downloads to its mobile titles such as MaskGun, Silly Royale and Tower Conquest. Image Credits: The two firms aren’t stranger to one another.

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Google Cloud Games Engineering Cloud 247

Linux Academy

MARCH 30, 2020

You’ve heard about AWS Certifications, and you’ve probably also heard that AWS certified engineers are making 6 figures. With the promise of a brighter future, and now, online exams , you’re considering getting an AWS certification. Will AWS Certifications Make Me More Money? Do you work in AWS daily?

AWS 116

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TechCrunch

APRIL 7, 2021

Data scientists can download the open-source project and build a machine learning application, but it requires a certain level of technical aptitude to make all the parts work. Why AWS is building tiny AI race cars to teach machine learning. Sequoia led the investment with help from previous investors Gradient Ventures and GGV Capital.

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AWS Machine Learning - AI

JANUARY 24, 2024

We demonstrate how to build an end-to-end RAG application using Cohere’s language models through Amazon Bedrock and a Weaviate vector database on AWS Marketplace. Additionally, you can securely integrate and easily deploy your generative AI applications using the AWS tools you are already familiar with.

Generative AI 143

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AWS Machine Learning - AI

DECEMBER 12, 2023

In this post, we’ll summarize training procedure of GPT NeoX on AWS Trainium , a purpose-built machine learning (ML) accelerator optimized for deep learning training. M tokens/$) trained such models with AWS Trainium without losing any model quality. We’ll outline how we cost-effectively (3.2 billion in Pythia.

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Xebia

JULY 31, 2023

In this blog I will show you how to create and deploy a Golang AWS CloudFormation custom provider in less than 5 minutes using a copier template. f go.sum ] && (go mod download || echo "WARNING: failed to run go mod">&2); [ ! Creating a custom resource in CloudFormation is really simple.

AWS 130

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Tenable

NOVEMBER 4, 2023

Unpatched Apache Airflow instances used in Amazon Web Services (AWS) and Google Cloud Platform (GCP) allow an exploitable stored XSS through the task instance details page. However, the managed services provided by AWS and GCP were utilizing an outdated, unpatched version. We thank AWS and GCP for their cooperation and quick response.

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TechCrunch

FEBRUARY 17, 2022

TechCrunch reports that data indicates that the crypto trading ad push during the big American football game led to a spike in downloads for the pertinent companies. Free money is popular : Alternatively, advertising works. We’re not, as some of the ads had giveaways attached.

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AWS Machine Learning - AI

MARCH 3, 2025

These recipes include a training stack validated by Amazon Web Services (AWS) , which removes the tedious work of experimenting with different model configurations, minimizing the time it takes for iterative evaluation and testing. Alternatively, you can also use AWS Systems Manager and run a command like the following to start the session.

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AWS Machine Learning - AI

NOVEMBER 30, 2023

The number of companies launching generative AI applications on AWS is substantial and building quickly, including adidas, Booking.com, Bridgewater Associates, Clariant, Cox Automotive, GoDaddy, and LexisNexis Legal & Professional, to name just a few. Innovative startups like Perplexity AI are going all in on AWS for generative AI.

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