AWS Machine Learning - AI

NOVEMBER 13, 2024

Recognizing this need, we have developed a Chrome extension that harnesses the power of AWS AI and generative AI services, including Amazon Bedrock , an AWS managed service to build and scale generative AI applications with foundation models (FMs). The user signs in by entering a user name and a password.

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Prisma Clud

NOVEMBER 22, 2024

Organizations are increasingly turning to cloud providers, like Amazon Web Services (AWS), to address these challenges and power their digital transformation initiatives. However, the vastness of AWS environments and the ease of spinning up new resources and services can lead to cloud sprawl and ongoing security risks.

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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. On AWS, you can use the fully managed Amazon Bedrock Agents or tools of your choice such as LangChain agents or LlamaIndex agents.

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AWS Machine Learning - AI

DECEMBER 24, 2024

To simplify infrastructure setup and accelerate distributed training, AWS introduced Amazon SageMaker HyperPod in late 2023. In this blog post, we showcase how you can perform efficient supervised fine tuning for a Meta Llama 3 model using PEFT on AWS Trainium with SageMaker HyperPod. architectures/5.sagemaker-hyperpod/LifecycleScripts/base-config/

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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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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. If you don’t have them installed, follow the instructions provided for each tool. Scaling your Meta Llama 3.1-8B

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CIO

NOVEMBER 22, 2024

But without a strategic approach, you could not only miss out on the promise of this powerful tool, but also drain time, energy, and resources away from other mission-critical initiatives across your organization. Their conversation started, like so many around generative AI, with an overview of especially high-impact use cases.

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The Crazy Programmer

JUNE 14, 2024

Developers now have access to various AI-powered tools that assist in coding, debugging, and documentation. This article provides a detailed overview of the best AI programming tools in 2024. GitHub Copilot It is one of the most popular AI-powered coding assistant tools developed by GitHub and OpenAI.

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AWS Machine Learning - AI

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 Generative AI Technical Review Artificial Inteligence 94

Xebia

APRIL 5, 2023

I heard multiple times that AWS scans public GitHub repositories for AWS credentials and informs its users of the leaked credentials. So I am curious to see this for myself, so I decided to intentionally leak AWS credentials to a Public GitHub repository. Below you will find detailed information about every event.

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AWS Machine Learning - AI

APRIL 1, 2025

AWS App Studio is a generative AI-powered service that uses natural language to build business applications, empowering a new set of builders to create applications in minutes. Cross-instance Import and Export Enabling straightforward and self-service migration of App Studio applications across AWS Regions and AWS accounts.

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CIO

DECEMBER 10, 2024

Indeeds 2024 Insights report analyzed the technology platforms most frequently listed in job ads on its site to uncover which tools, software, and programming languages are the most in-demand for job openings today. AWS Amazon Web Services (AWS) is the most widely used cloud platform today.

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Dzone - DevOps

JANUARY 27, 2025

AWS Lambda is enhancing the local IDE experience to make developing Lambda-based applications more efficient. Overview The improved IDE experience is part of the AWS Toolkit for Visual Studio Code. Overview The improved IDE experience is part of the AWS Toolkit for Visual Studio Code.

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Lambda AWS Applications Testing 93

AWS Machine Learning - AI

APRIL 1, 2025

This is a problem that you can solve by using Model Context Protocol (MCP) , which provides a standardized way for LLMs to connect to data sources and tools. Today, MCP is providing agents standard access to an expanding list of accessible tools that you can use to accomplish a variety of tasks.

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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. Our pricing model varies depending on the project, but we always aim to provide cost-effective solutions.

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AWS Machine Learning - AI

MARCH 14, 2025

This integration brings Anthropics visual perception capabilities as a managed tool within Amazon Bedrock Agents, providing you with a secure, traceable, and managed way to implement computer use automation in your workflows. The workflow parses the agent response and executes the tool returned in a sandbox environment.

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Dzone - DevOps

DECEMBER 25, 2024

AWS EC2 Autoscaling is frequently regarded as the ideal solution for managing fluctuating workloads. Although Autoscaling is an effective tool, it does not serve as a one-size-fits-all remedy. It offers automatic adjustments of computing resources in response to demand, theoretically removing the necessity for manual involvement.

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TechCrunch

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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CIO

SEPTEMBER 10, 2024

In continuation of its efforts to help enterprises migrate to the cloud, Oracle said it is partnering with Amazon Web Services (AWS) to offer database services on the latter’s infrastructure. Oracle Database@AWS is expected to be available in preview later in the year with broader availability expected in 2025.

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AWS Machine Learning - AI

APRIL 9, 2025

For example, an AI-powered productivity tool for an ecommerce company might feature dedicated interfaces for different roles, such as content marketers and business analysts. Before migrating any of the provided solutions to production, we recommend following the AWS Well-Architected Framework.

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Artificial Inteligence Generative AI AWS Applications 82

TechCrunch

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.

AWS 193

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CIO

JUNE 11, 2024

With a shortage of IT workers with AI skills looming, Amazon Web Services (AWS) is offering two new certifications to help enterprises building AI applications on its platform to find the necessary talent. Candidates for this certification can sign up for an AWS Skill Builder subscription to check three new courses exploring various concepts.

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Artificial Inteligence AWS Artificial Intelligence Machine Learning 173

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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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. What are RCPs?

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Policies AWS Resources Software Review 72

CIO

OCTOBER 17, 2024

These tools still struggle with that bigger picture kind of level, and they also struggle with leveraging functionality that you already have on hand,” he says. “A Caylent, an AWS cloud consulting partner, uses AI to write most of its code in specific cases, says Clayton Davis, director of cloud-native development there.

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AWS Machine Learning - AI

NOVEMBER 1, 2024

Organizations can now label all Amazon Bedrock models with AWS cost allocation tags , aligning usage to specific organizational taxonomies such as cost centers, business units, and applications. By assigning AWS cost allocation tags, the organization can effectively monitor and track their Bedrock spend patterns.

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Generative AI AWS Artificial Inteligence Budget 134

CIO

APRIL 25, 2024

The dynamic nature of the cloud — and the need for continually optimize operations — often drives requirements unique to a CIO’s enterprise, meaning that even some popular third-party cloud cost optimization tools may no longer fit an enterprise’s specific requirements. Garcia gives the example of the AWS cURL file, written three times daily.

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Tools Cloud AWS Off-The-Shelf 187

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 77

Xebia

AUGUST 31, 2024

It’s a best practice to split your environments into separate AWS accounts. With this setup, it’s also common to have a build or tooling account to be responsible for the deployment of your application. Photo by Mostafa Meraji The post Share your configuration across AWS accounts appeared first on Xebia.

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AWS Tools Applications Examples 147

Xebia

OCTOBER 18, 2024

This creates the opportunity for combining lightweight tools like DuckDB with Unity Catalog. To get similar notebook integration, we have built a solution using Jupyter notebooks, a web-based tool for interactive computing. Dbt is a popular tool for transforming data in a data warehouse or data lake. What’s Next?

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Open Source AWS Government Technical Review 162

CIO

DECEMBER 3, 2024

For example, IBM has developed hundreds of tools and approaches (or “journeys”) over the last 25 years which facilitate the modernisation process in organisations and meet a broad range of requirements. IBM and Amazon Web Services (AWS) have partnered up to make this easier.

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AWS Machine Learning - AI

NOVEMBER 14, 2024

This is where AWS and generative AI can revolutionize the way we plan and prepare for our next adventure. This innovative service goes beyond traditional trip planning methods, offering real-time interaction through a chat-based interface and maintaining scalability, reliability, and data security through AWS native services.

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Artificial Inteligence Generative AI Travel AWS 106

CIO

MARCH 20, 2025

AI is no longer just a tool, said Vishal Chhibbar, chief growth officer at EXL. Accelerating modernization As an example of this transformative potential, EXL demonstrated Code Harbor , its generative AI (genAI)-powered code migration tool. Its a driver of transformation.

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AWS Machine Learning - AI

DECEMBER 23, 2024

Lettria , an AWS Partner, demonstrated that integrating graph-based structures into RAG workflows improves answer precision by up to 35% compared to vector-only retrieval methods. In this post, we explore why GraphRAG is more comprehensive and explainable than vector RAG alone, and how you can use this approach using AWS services and Lettria.

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Perficient

FEBRUARY 25, 2025

The Systems Manager (SSM) streamlines managing Windows instances in AWS. If youve ever forgotten the password for your Windows EC2 instance, SSM offers a secure and efficient way to reset it without additional tools or manual intervention. AWS provides pre-configured AMIs with the agent installed.

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Windows AWS Systems Review Policies 52

Dzone - DevOps

JANUARY 28, 2025

Nevertheless, although I wrote a few articles about.NET-based Lambda function, this time, I decided to leave the hammer aside and look for another tool to serve the purpose. Background Choosing Python was an easy choice; it is simple to program, has many prebuilt libraries, and is supported well by the AWS Lambda function.

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