AWS Machine Learning - AI

APRIL 1, 2025

Were excited to announce the open source release of AWS MCP Servers for code assistants a suite of specialized Model Context Protocol (MCP) servers that bring Amazon Web Services (AWS) best practices directly to your development workflow. This post is the first in a series covering AWS MCP Servers.

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AWS Machine Learning - AI

MARCH 4, 2025

Building cloud infrastructure based on proven best practices promotes security, reliability and cost efficiency. To achieve these goals, the AWS Well-Architected Framework provides comprehensive guidance for building and improving cloud architectures. This systematic approach leads to more reliable and standardized evaluations.

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AWS Machine Learning - AI

DECEMBER 24, 2024

Manually managing such complexity can often be counter-productive and take away valuable resources from your businesses AI development. To simplify infrastructure setup and accelerate distributed training, AWS introduced Amazon SageMaker HyperPod in late 2023. You can also customize your distributed training. The Neuron 2.20

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AWS Machine Learning - AI

APRIL 9, 2025

Such a virtual assistant should support users across various business functions, such as finance, legal, human resources, and operations. Before migrating any of the provided solutions to production, we recommend following the AWS Well-Architected Framework. An example is a virtual assistant for enterprise business operations.

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AWS Machine Learning - AI

NOVEMBER 7, 2024

It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker. You can use AWS services such as Application Load Balancer to implement this approach. It’s serverless so you don’t have to manage the infrastructure. API Gateway also provides a WebSocket API.

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AWS Machine Learning - AI

NOVEMBER 26, 2024

AWS Trainium and AWS Inferentia based instances, combined with Amazon Elastic Kubernetes Service (Amazon EKS), provide a performant and low cost framework to run LLMs efficiently in a containerized environment. Adjust the following configuration to suit your needs, such as the Amazon EKS version, cluster name, and AWS Region.

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AWS Machine Learning - AI

NOVEMBER 15, 2024

With the QnABot on AWS (QnABot), integrated with Microsoft Azure Entra ID access controls, Principal launched an intelligent self-service solution rooted in generative AI. Principal also used the AWS open source repository Lex Web UI to build a frontend chat interface with Principal branding.

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Perficient

MARCH 27, 2025

Pulumi is a modern Infrastructure as Code (IaC) tool that allows you to define, deploy, and manage cloud infrastructure using general-purpose programming languages. Multi-Cloud and Multi-Language Support Deploy across AWS, Azure, and Google Cloud with Python, TypeScript, Go, or.NET. A history of deployments and updates.

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AWS Machine Learning - AI

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. The results of each iteration are collected and made available for subsequent steps in the state machine.

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AWS Machine Learning - AI

OCTOBER 17, 2024

During re:Invent 2023, we launched AWS HealthScribe , a HIPAA eligible service that empowers healthcare software vendors to build their clinical applications to use speech recognition and generative AI to automatically create preliminary clinician documentation. AWS HealthScribe will then output two files which are also stored on Amazon S3.

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Tenable

NOVEMBER 18, 2024

AWS has released an important new feature that allows you to apply permission boundaries around resources at scale called Resource Control Policies (RCPs). AWS just launched Resource Control Policies (RCPs), a new feature in AWS Organizations that lets you restrict the permissions granted to resources.

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TechCrunch

NOVEMBER 1, 2020

Started as a side project by its founders, Warren is now helping regional cloud infrastructure service providers compete against Amazon, Microsoft, IBM, Google and other tech giants. AWS remains in firm control of the cloud infrastructure market.

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TechCrunch

JUNE 22, 2022

CloudQuery CEO and co-founder Yevgeny Pats helped launch the startup because he needed a tool to give him visibility into his cloud infrastructure resources, and he couldn’t find one on the open market. He built his own SQL-based tool to help understand exactly what resources he was using, based on data engineering best practices.

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CIO

JANUARY 7, 2025

In todays fast-paced digital landscape, the cloud has emerged as a cornerstone of modern business infrastructure, offering unparalleled scalability, agility, and cost-efficiency. First, cloud provisioning through automation is better in AWS CloudFormation and Azure Azure Resource Manager compared to the other cloud providers.

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CIO

NOVEMBER 4, 2024

Much like finance, HR, and sales functions, organizations aim to streamline cloud operations to address resource limitations and standardize services. However, enterprise cloud computing still faces similar challenges in achieving efficiency and simplicity, particularly in managing diverse cloud resources and optimizing data management.

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Perficient

MARCH 11, 2025

In the ever-evolving landscape of cloud computing, Infrastructure as Code (IaC) has emerged as a cornerstone practice for managing and provisioning infrastructure. IaC enables developers to define infrastructure configurations using code, ensuring consistency, automation, and scalability. Why Use AWS CloudFormation?

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CIO

FEBRUARY 11, 2025

With serverless components, there is no need to manage infrastructure, and the inbuilt tracing, logging, monitoring and debugging make it easy to run these workloads in production and maintain service levels. Legacy infrastructure. Maintaining and upgrading outdated systems can be resource-intensive and hinder innovation.

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AWS Machine Learning - AI

NOVEMBER 7, 2024

Developer tools The solution also uses the following developer tools: AWS Powertools for Lambda – This is a suite of utilities for Lambda functions that generates OpenAPI schemas from your Lambda function code. It provides constructs to help developers build generative AI applications using pattern-based definitions for your infrastructure.

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AWS Machine Learning - AI

OCTOBER 31, 2024

AWS offers powerful generative AI services , including Amazon Bedrock , which allows organizations to create tailored use cases such as AI chat-based assistants that give answers based on knowledge contained in the customers’ documents, and much more. The following figure illustrates the high-level design of the solution.

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TechCrunch

OCTOBER 28, 2021

Put simply, Alchemy wants to do for blockchain and Web3 what AWS (Amazon Web Services) did for the internet. ?? Its developer tool aims to remove the complexity and costs of building infrastructure while improving applications through “necessary” developer tools. ” Google chairman and Stanford University President John L.

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AWS Machine Learning - AI

JANUARY 29, 2025

You can access your imported custom models on-demand and without the need to manage underlying infrastructure. 70B-Instruct ), offer different trade-offs between performance and resource requirements. This serverless approach eliminates the need for infrastructure management while providing enterprise-grade security and scalability.

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AWS Machine Learning - AI

OCTOBER 29, 2024

Refer to Supported Regions and models for batch inference for current supporting AWS Regions and models. To address this consideration and enhance your use of batch inference, we’ve developed a scalable solution using AWS Lambda and Amazon DynamoDB. Amazon S3 invokes the {stack_name}-create-batch-queue-{AWS-Region} Lambda function.

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AWS Machine Learning - AI

OCTOBER 29, 2024

This solution uses decorators in your application code to capture and log metadata such as input prompts, output results, run time, and custom metadata, offering enhanced security, ease of use, flexibility, and integration with native AWS services. Additionally, you can choose what gets logged.

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Tenable

NOVEMBER 8, 2024

Cybersecurity and Infrastructure Security Agency (CISA). These questions are addressed in a new set of resources for AI security from the Open Worldwide Application Security Project’s OWASP Top 10 for LLM Application Security Project. critical infrastructure Boost the integrated cyber defenses of the U.S.

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Mobilunity

DECEMBER 26, 2024

For medium to large businesses with outdated systems or on-premises infrastructure, transitioning to AWS can revolutionize their IT operations and enhance their capacity to respond to evolving market needs. AWS migration isnt just about moving data; it requires careful planning and execution. Need to hire skilled engineers?

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Xebia

JANUARY 18, 2024

Deploy Secure Public Web Endpoints Welcome to Building Resilient Public Networking on AWS—our comprehensive blog series on advanced networking strategies tailored for regional evacuation, failover, and robust disaster recovery. We’ll study the advantages and limitations associated with this technique.

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AWS Machine Learning - AI

JANUARY 13, 2025

Amazon Q Business as a web experience makes AWS best practices readily accessible, providing cloud-centered recommendations quickly and making it straightforward to access AWS service functions, limits, and implementations. This post covers how to integrate Amazon Q Business into your enterprise setup.

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Dzone - DevOps

JANUARY 8, 2025

Organizations adopting Infrastructure as Code (IaC) on AWS often struggle with ensuring that their infrastructure is not only correctly provisioned but also functioning as intended once deployed. There is a pressing need for an automated, reliable way to validate AWS infrastructure changes before they go live.

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AWS Machine Learning - AI

MARCH 14, 2025

Whether processing invoices, updating customer records, or managing human resource (HR) documents, these workflows often require employees to manually transfer information between different systems a process thats time-consuming, error-prone, and difficult to scale. Prerequisites AWS Command Line Interface (CLI), follow instructions here.

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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. It helps you see what resources will be created (+), updated (~), or deleted (-) without actually making any changes.

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Erik Bernhardsson

NOVEMBER 30, 2021

Here's a theory I have about cloud vendors (AWS, Azure, GCP): Cloud vendors 1 will increasingly focus on the lowest layers in the stack: basically leasing capacity in their data centers through an API. Redshift is a data warehouse (aka OLAP database) offered by AWS. If you're an ambitious person, do you go work at AWS?

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CIO

DECEMBER 26, 2024

Enterprise infrastructures have expanded far beyond the traditional ones focused on company-owned and -operated data centers. Related: How to become an independent IT consultant ] This can be developed through certifications like those that CompTIA or AWS [Amazon Web Services] provide, he says.

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TechCrunch

AUGUST 16, 2022

But one in the race, Sync Computing , claims to uniquely tie business objectives like cost and runtime reduction directly to low-level infrastructure configurations. “[We realized that our methods] can dramatically improve resource utilization of all large-scale computing systems,” Chou told TechCrunch in an email interview.

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AWS Machine Learning - AI

APRIL 10, 2025

Once a failure occurs, time (idle GPUs) is spent on detecting (MTD), replacing (MTT Replace), and continuing (MTR Restart) a training run, often wasting time and expensive resources. Amazon SageMaker HyperPod resilient training infrastructure SageMaker HyperPod is a compute environment optimized for large-scale frontier model training.

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Xebia

AUGUST 29, 2023

How does High-Performance Computing on AWS differ from regular computing? With common compute resources most (serial) computing challenges can be solved. No ageing infrastructure. Resources are available on-demand, no ordering/waiting time for the deployment of resources. Reduced ongoing costs.

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AWS Machine Learning - AI

DECEMBER 4, 2024

Building generative AI applications presents significant challenges for organizations: they require specialized ML expertise, complex infrastructure management, and careful orchestration of multiple services. You can obtain the SageMaker Unified Studio URL for your domains by accessing the AWS Management Console for Amazon DataZone.

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AWS Machine Learning - AI

OCTOBER 11, 2024

Modern organizations increasingly depend on robust cloud infrastructure to provide business continuity and operational efficiency. With a vast array of services and resource footprints spanning hundreds of accounts, organizations can face an overwhelming volume of operational events occurring daily, making manual administration impractical.

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