AWS Machine Learning - AI

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.

Generative AI 110

Generative AI AWS Artificial Inteligence Innovation 110

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

Erik Bernhardsson

APRIL 18, 2021

I mean, as a user, I can set up a static website in AWS, but it takes 45 steps in the console and 12 of them are highly confusing if you never did it before. I'm already running things in the cloud where there's elastic resources available at any time. Why do I have to think about the underlying pool of resources?

Infrastructure 348

Infrastructure Software Serverless Resources 348

Prisma Clud

NOVEMBER 22, 2024

Unmanaged cloud resources, human error, misconfigurations and the increasing sophistication of cyber threats, including those from AI-powered applications, create vulnerabilities that can expose sensitive data and disrupt business operations. Enhance Security Posture – Proactively identify and mitigate threats to your AWS infrastructure.

AWS 105

AWS Cloud Network Compliance 105

Kaseya

MAY 13, 2021

The public cloud infrastructure is heavily based on virtualization technologies to provide efficient, scalable computing power and storage. The public cloud provider makes these resources available to customers over the internet. Amazon Web Services (AWS) Overview. What Are the Advantages of AWS?

Google Cloud 122

Google Cloud Azure AWS Cloud 122

AWS Machine Learning - AI

MARCH 7, 2024

However, Amazon Bedrock and AWS Step Functions make it straightforward to automate this process at scale. Step Functions allows you to create an automated workflow that seamlessly connects with Amazon Bedrock and other AWS services. The DynamoDB update triggers an AWS Lambda function, which starts a Step Functions workflow.

AWS 126

AWS Lambda Generative AI Report 126

AWS Machine Learning - AI

MAY 30, 2024

Because Amazon Bedrock is serverless, you don’t have to manage infrastructure, and you can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with. AWS Prototyping developed an AWS Cloud Development Kit (AWS CDK) stack for deployment following AWS best practices.

AWS 120

AWS Lambda Performance Artificial Inteligence 120

AWS Machine Learning - AI

JULY 3, 2024

To solve this problem, this post shows you how to apply AWS services such as Amazon Bedrock , AWS Step Functions , and Amazon Simple Email Service (Amazon SES) to build a fully-automated multilingual calendar artificial intelligence (AI) assistant. It lets you orchestrate multiple steps in the pipeline. doc/sample-inputs/norsk1.json

AWS 125

AWS Artificial Inteligence Generative AI Lambda 125

AWS Machine Learning - AI

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 addition, proprietary data is never exposed to the public internet, never leaves the AWS network, is securely transferred through VPC, and is encrypted in transit and at rest.

Generative AI 137

Generative AI AWS Artificial Inteligence Innovation 137

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 131

Generative AI AWS Artificial Inteligence Enterprise 131

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. API Gateway also provides a WebSocket API. Take Retrieval Augmented Generation (RAG) as an example.

Generative AI 102

Generative AI AWS Artificial Inteligence Enterprise 102

AWS Machine Learning - AI

NOVEMBER 26, 2024

there is an increasing need for scalable, reliable, and cost-effective solutions to deploy and serve these models. 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.

AWS 87

AWS Load Balancer Software Review Artificial Inteligence 87

Xebia

AUGUST 29, 2023

VPC Lattice offers a new mechanism to connect microservices across AWS accounts and across VPCs in a developer-friendly way. Or if you have an existing landing zone with AWS Transit Gateway, do you already plan to replace it with VPC Lattice? You can also use AWS PrivateLink to inter-connect your VPCs across accounts.

AWS 130

AWS Load Balancer Microservices Lambda 130

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.

Generative AI 118

Generative AI AWS Groups Artificial Inteligence 118

AWS Machine Learning - AI

JULY 31, 2024

Amazon Web Services (AWS) is committed to supporting the development of cutting-edge generative artificial intelligence (AI) technologies by companies and organizations across the globe. Let’s dive in and explore how these organizations are transforming what’s possible with generative AI on AWS.

Artificial Inteligence 115

Artificial Inteligence AWS Programming Innovation 115

AWS Machine Learning - AI

AUGUST 5, 2024

This post demonstrates how to seamlessly automate the deployment of an end-to-end RAG solution using Knowledge Bases for Amazon Bedrock and AWS CloudFormation , enabling organizations to quickly and effortlessly set up a powerful RAG system. On the AWS CloudFormation console, create a new stack. txt,md,html,doc/docx,csv,xls/.xlsx,pdf).

Knowledge Base 117

Knowledge Base AWS Generative AI Artificial Inteligence 117

AWS Machine Learning - AI

FEBRUARY 6, 2024

By extracting key data from testing reports, the system uses Amazon SageMaker JumpStart and other AWS AI services to generate CTDs in the proper format. This solution relies on the AWS Well-Architected principles and guidelines to enable the control, security, and auditability requirements. AI delivers a major leap forward.

Generative AI 117

Generative AI AWS Lambda Technical Review 117

AWS Machine Learning - AI

MARCH 14, 2024

Generative AI with AWS The emergence of FMs is creating both opportunities and challenges for organizations looking to use these technologies. Building large language models (LLMs) from scratch or customizing pre-trained models requires substantial compute resources, expert data scientists, and months of engineering work.

Generative AI 118

Generative AI AWS Applications Artificial Inteligence 118

AWS Machine Learning - AI

NOVEMBER 1, 2024

Without a scalable approach to controlling costs, organizations risk unbudgeted usage and cost overruns. 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.

Generative AI 124

Generative AI AWS Artificial Inteligence Budget 124

TechCrunch

JUNE 6, 2022

Employees use systems like Amazon Web Services (AWS), GitHub, and Salesforce in their day-to-day work, and each of these systems has its own way of defining access control (e.g., via roles, groups, resources, permission sets, or policies). With so much variety, defining the right role-based abstraction can be challenging.

Systems Review 203

Systems Review Software Review AWS Compliance 203

TechCrunch

APRIL 20, 2023

For perspective, AWS made $80.1 To drive the point home, according to a Statista report from the fourth quarter of 2022, AWS had a 32% market share, Azure had a 23% share and Google Cloud had a 10% share. ” Them’s fighting words, to be sure, especially as AWS launches a dedicated service for serving text-generating models.

Artificial Inteligence 244

Artificial Inteligence Cloud Generative AI Google Cloud 244

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.

Generative AI 75

Generative AI AWS Technical Review Backup 75

CIO

MAY 30, 2024

As enterprises increasingly embrace serverless computing to build event-driven, scalable applications, the need for robust architectural patterns and operational best practices has become paramount. Enterprises and SMEs, all share a common objective for their cloud infra – reduced operational workloads and achieve greater scalability.

Serverless 174

Serverless Cloud Scalability Architecture 174

AWS Machine Learning - AI

MARCH 15, 2024

In addition to Amazon Bedrock, you can use other AWS services like Amazon SageMaker JumpStart and Amazon Lex to create fully automated and easily adaptable generative AI order processing agents. In this post, we show you how to build a speech-capable order processing agent using Amazon Lex, Amazon Bedrock, and AWS Lambda.

Generative AI 130

Generative AI Lambda AWS Artificial Inteligence 130

TechCrunch

NOVEMBER 1, 2021

To make residential construction more scalable. It’s becoming increasingly obvious to us that maximizing the efficiency of the precious trade resources that we have is paramount to not just our success as a business, but the success of the industry and to addressing some of the broader housing crises that exist across the country.”.

Construction 248

Construction Real Estate Recruiting Energy 248

AWS Machine Learning - AI

SEPTEMBER 26, 2024

To accelerate iteration and innovation in this field, sufficient computing resources and a scalable platform are essential. However, this growth comes with considerable challenges in terms of computing power and memory resources. However, they require more sophisticated modeling techniques and increased computational resources.

Case Study 109

Case Study Video Training Scalability 109

AWS Machine Learning - AI

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.

Generative AI 114

Generative AI AWS Artificial Inteligence Technical Review 114

The Agile Monkey

DECEMBER 22, 2022

However, these tools may not be suitable for more complex data or situations requiring scalability and robust business logic. In short, Booster is a Low-Code TypeScript framework that allows you to quickly and easily create a backend application in the cloud that is highly efficient, scalable, and reliable. WTF is Booster?

Scalability 98

Scalability Authentication AWS Open Source 98

Xebia

APRIL 12, 2024

With AWS CodeCommit, developers and cloud engineers are empowered with a robust and scalable solution for hosting secure Git repositories, seamlessly integrated into or close to their AWS environments. Creating a repository within AWS CodeCommit is not a difficult process. So how can we achieve this?

AWS 130

AWS Policies Resources Software Development 130

Erik Bernhardsson

OCTOBER 18, 2022

I encountered AWS in 2006 or 2007 and remember thinking that it's crazy — why would anyone want to put their stuff in someone else's data center? But only a couple of years later, I was running a bunch of stuff on top of AWS. Back then, AWS had something like two services: EC2 and S3. Infinite scalability. The genesis.

Cloud 273

Cloud Lambda Software Engineering AWS 273

TechCrunch

NOVEMBER 1, 2020

AWS remains in firm control of the cloud infrastructure market. But setting up new e-commerce projects with scalable infrastructure was costly because many local cloud infrastructure providers use different platforms. “Whereas global providers give a personal touch maybe only to a few big clients in the enterprise sectors.”

Infrastructure 272

Infrastructure Cloud Data Center Network 272

The Crazy Programmer

SEPTEMBER 25, 2023

Try Render Vercel Earlier known as Zeit, the Vercel app acts as the top layer of AWS Lambda which will make running your applications easy. This is the serverless wrapper made on top of AWS. Also, you will pay only for the resources you are going to use. It offers the most intuitive user interface & scalability choices.

Serverless 180

Serverless AWS Google Cloud Azure 180

CircleCI

JULY 22, 2022

Self-hosted runners allow you to host your own scalable execution environments in your private cloud or on-premises, giving you more flexibility to customize and control your CI/CD infrastructure. Resource classes: Self-hosted runners are grouped into uniquely named resource classes that are used for identification and to assign jobs.

AWS 98

AWS Lambda Meeting Software Review 98

CIO

OCTOBER 17, 2023

The pecking order for cloud infrastructure has been relatively stable, with AWS at around 33% market share, Microsoft Azure second at 22%, and Google Cloud a distant third at 11%. At this early stage in the gen AI race, there’s no clear leader, but all the players are pouring resources into the fray.

Trends 217

Trends Marketing Cloud Artificial Inteligence 217

CIO

SEPTEMBER 28, 2022

At the core of this transformation lies the need to leverage data and associated apps and services in a way that is agile, cost effective, secure and scalable. Migrating data, apps and services to a market-leading cloud provider, such as Amazon Web Services (AWS), delivers all of this and more. Scalability at speed â??

Education 148

Education Cloud AWS Weak Development Team 148

Datavail

JANUARY 11, 2024

However, as your business grows and demands more flexibility and scalability, you may consider migrating your Oracle EBS to the cloud. Amazon Web Services (AWS) is a notable cloud platform that can provide your business with various tools and services to help you host your enterprise applications, data, and overall infrastructure.

AWS 74

AWS Disaster Recovery Artificial Inteligence Scalability 74

OverOps

APRIL 23, 2019

Amazon Web Services (AWS) was the cloud service being most frequently adopted and quickly adapted to become completely enterprise-enabled. This allowed AWS to grow its revenues and market share substantially. The advantage here is that an organization only needs to pay for extra computing resources as and when needed.

Cloud 189

Cloud Data Center Architecture AWS 189