AWS Machine Learning - AI

NOVEMBER 7, 2024

In this second part, we expand the solution and show to further accelerate innovation by centralizing common Generative AI components. 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.

Generative AI 108

Generative AI AWS Artificial Inteligence Enterprise 108

CIO

AUGUST 26, 2024

A universal storage layer can help tame IT complexity One way to resolve this complexity is by architecting a consistent environment on a foundation of software-defined storage services that provide the same capabilities and management interfaces regardless of where a customer’s data resides.

Storage 167

Storage AWS Compliance Cloud 167

Cloudera

DECEMBER 2, 2024

To that end, we’re collaborating with Amazon Web Services (AWS) to deliver a high-performance, energy-efficient, and cost-effective solution by supporting many data services on AWS Graviton. The net result is that queries are more efficient and run for shorter durations, while storage costs and energy consumption are reduced.

Sustainability 89

Sustainability AWS Analytics Infrastructure 89

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.

AWS 94

AWS Generative AI Technical Review Artificial Inteligence 94

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.

Generative AI 97

Generative AI AWS Innovation Knowledge Base 97

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. You can change and add steps without even writing code, so you can more easily evolve your application and innovate faster.

Generative AI 81

Generative AI AWS Technical Review Backup 81

CIO

NOVEMBER 4, 2024

The Register later noted “ whispers about a breakup with AWS ,” despite Broadcom addressing the issue in a blog post. We have a TAM (total addressable market) of about $76 billion and that includes software-defined compute, storage, and networking,” Ramaswami said. This is prompting the CIO shift to hybrid and multicloud.

Data Center 166

Data Center Journal Storage Strategy 166

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.

Generative AI 120

Generative AI Lambda Applications AWS 120

AWS Machine Learning - AI

JANUARY 29, 2025

Open foundation models (FMs) have become a cornerstone of generative AI innovation, enabling organizations to build and customize AI applications while maintaining control over their costs and deployment strategies. Prerequisites You should have the following prerequisites: An AWS account with access to Amazon Bedrock.

Generative AI 125

Generative AI Artificial Inteligence AWS Technical Review 125

AWS Machine Learning - AI

DECEMBER 3, 2024

This collaboration between AWS and New Relic opens up possibilities for building more robust digital infrastructures, advancing innovation in customer-facing technologies, and setting new benchmarks in proactive IT problem-solving. To get started on training, enroll for free Amazon Q training from AWS Training and Certification.

Technical Review 101

Technical Review AWS eCommerce Systems Review 101

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.

Scalability 116

Scalability Lambda Generative AI AWS 116

AWS Machine Learning - AI

OCTOBER 29, 2024

This engine uses artificial intelligence (AI) and machine learning (ML) services and generative AI on AWS to extract transcripts, produce a summary, and provide a sentiment for the call. Organizations typically can’t predict their call patterns, so the solution relies on AWS serverless services to scale during busy times.

Generative AI 107

Generative AI Video Engineering Artificial Inteligence 107

Dell EMC

JUNE 11, 2024

Dell APEX File Storage for AWS brings the cloud computing capabilities of AWS right to your doorstep.

AWS 118

AWS Innovation Storage Cloud 118

DevOps.com

JUNE 14, 2021

Companies of all sizes and across virtually every industry today have ready access to hyperscale compute, storage and myriad other technologies — without needing the significant budget or technical expertise of a hyperscale cloud provider like AWS. This is a boon for innovation.

Innovation 145

Innovation AWS Budget Storage 145

AWS Machine Learning - AI

NOVEMBER 14, 2024

The storage layer uses Amazon Simple Storage Service (Amazon S3) to hold the invoices that business users upload. Prerequisites To perform this solution, complete the following: Create and activate an AWS account. Make sure your AWS credentials are configured correctly. Install Python 3.7 or later on your local machine.

Software Review 101

Software Review Technical Review AWS Artificial Inteligence 101

AWS Machine Learning - AI

MARCH 13, 2025

We discuss the unique challenges MaestroQA overcame and how they use AWS to build new features, drive customer insights, and improve operational inefficiencies. The customer interaction transcripts are stored in an Amazon Simple Storage Service (Amazon S3) bucket.

Generative AI 107

Generative AI CTO Coach AWS Artificial Inteligence 107

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.

Generative AI 106

Generative AI Applications AWS Knowledge Base 106

AWS Machine Learning - AI

MARCH 20, 2025

In a world whereaccording to Gartner over 80% of enterprise data is unstructured, enterprises need a better way to extract meaningful information to fuel innovation. Cross-Region inference enables seamless management of unplanned traffic bursts by using compute across different AWS Regions. billion in 2025 to USD 66.68

Data 108

Data Generative AI Artificial Inteligence Compliance 108

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.

Artificial Inteligence 106

Artificial Inteligence Generative AI Travel AWS 106

CIO

JANUARY 7, 2025

All the major cloud providers from North America AWS, Google, Microsoft Azure, Oracle Cloud are on par with each other, with most of their services and capabilities are primed to address the needs of any enterprise. The AWS Cloud Adoption Framework (CAF) is an effective tool that helps to evaluate cloud readiness.

Cloud 147

Cloud Strategy Architecture Policies 147

AWS Machine Learning - AI

JANUARY 13, 2025

The collaboration between BQA and AWS was facilitated through the Cloud Innovation Center (CIC) program, a joint initiative by AWS, Tamkeen , and leading universities in Bahrain, including Bahrain Polytechnic and University of Bahrain. The following diagram illustrates the solution architecture.

Education 98

Education Report Technical Review Generative AI 98

AWS Machine Learning - AI

MARCH 18, 2025

By taking advantage of these innovative technologies, healthcare providers can deliver more personalized, efficient, and effective care, ultimately improving patient outcomes and driving progress in the life sciences domain. An AWS account. If you dont have one, you can register for a new AWS account.

Artificial Inteligence 105

Artificial Inteligence Technical Review Healthcare Systems Review 105

AWS Machine Learning - AI

APRIL 10, 2025

Solution overview To evaluate the effectiveness of RAG compared to model customization, we designed a comprehensive testing framework using a set of AWS-specific questions. Our study used Amazon Nova Micro and Amazon Nova Lite as baseline FMs and tested their performance across different configurations. To do so, we create a knowledge base.

Case Study 85

Case Study Artificial Inteligence Study Generative AI 85

CIO

MARCH 5, 2024

Amazon Web Services (AWS) is the latest high-tech giant to announce a major stake in Saudi Arabia’s burgeoning technology industry, unveiling a plan this week to invest more than $5.3 Technology and training The new AWS Region in Saudi Arabia will comprise three Availability Zones at launch, with plans to establish more zones in the future.

Data Center 166

Data Center Technical Review AWS Data 166

AWS Machine Learning - AI

MARCH 20, 2025

Our partnership with AWS and our commitment to be early adopters of innovative technologies like Amazon Bedrock underscore our dedication to making advanced HCM technology accessible for businesses of any size. We are thrilled to partner with AWS on this groundbreaking generative AI project.

Generative AI 75

Generative AI Artificial Inteligence Metrics AWS 75

AWS Machine Learning - AI

NOVEMBER 19, 2024

Amazon Bedrock offers a serverless experience so you can get started quickly, privately customize FMs with your own data, and integrate and deploy them into your applications using AWS tools without having to manage infrastructure. Deploy the AWS CDK project to provision the required resources in your AWS account.

Knowledge Base 94

Knowledge Base Generative AI Technical Review Lambda 94

AWS Machine Learning - AI

MARCH 18, 2025

Today, were announcing a significant enhancement to Amazon Bedrock Guardrails: AWS Identity and Access Management (IAM) policy-based enforcement. Get started today with Amazon Bedrock Guardrails and implement configurable safeguards that balance innovation with responsible AI governance across your organization. Satveer Khurpa is a Sr.

Policies 86

Policies Generative AI Resources AWS 86

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 87

Knowledge Base Lambda Enterprise AWS 87

AWS Machine Learning - AI

MARCH 13, 2025

In this collaboration, the Generative AI Innovation Center team created an accurate and cost-efficient generative AIbased solution using batch inference in Amazon Bedrock , helping GoDaddy improve their existing product categorization system. The security measures are inherently integrated into the AWS services employed in this architecture.

Artificial Inteligence 99

Artificial Inteligence Systems Review System Generative AI 99

AWS Machine Learning - AI

APRIL 18, 2024

Tools like Terraform and AWS CloudFormation are pivotal for such transitions, offering infrastructure as code (IaC) capabilities that define and manage complex cloud environments with precision. AWS Landing Zone addresses this need by offering a standardized approach to deploying AWS resources.

AWS 125

AWS Applications Lambda Knowledge Base 125

CIO

SEPTEMBER 7, 2022

Storage has emerged in 2022 as a strategic asset that the C-suite, not just the CIO, can no longer overlook. Enterprise storage can be used to improve your company’s cybersecurity, accelerate digital transformation, and reduce costs, while improving application and workload service levels. What should you do?

Storage 148

Storage Organization Disaster Recovery Enterprise 148

AWS Machine Learning - AI

NOVEMBER 27, 2024

Longer sequence lengths and the sheer number of trainable parameters demand innovative approaches to model development and deployment. As a result, working with larger sequence length might result in memory pressure, and it often requires innovative approaches such as FP8 and context parallelism.

Training 103

Training Artificial Inteligence AWS Machine Learning 103

AWS Machine Learning - AI

NOVEMBER 15, 2024

The rapid advancement of generative AI promises transformative innovation, yet it also presents significant challenges. At AWS, we are committed to developing AI responsibly , taking a people-centric approach that prioritizes education, science, and our customers, integrating responsible AI across the end-to-end AI lifecycle.

Applications 107

Applications Generative AI AWS Artificial Inteligence 107

CIO

APRIL 1, 2025

AI services require high resources like CPU/GPU and memory and hence cloud providers like Amazon AWS, Microsoft Azure and Google Cloud provide many AI services including features for genAI. The advent of AI services, particularly genAI, has revolutionized various industries, enhancing capabilities and driving innovation.

Technical Review 88

Technical Review Azure Budget Artificial Inteligence 88

AWS Machine Learning - AI

MARCH 14, 2025

Confirm the AWS Regions where the model is available and quotas. Complete the knowledge base evaluation prerequisites related to AWS Identity and Access Management (IAM) creation and add permissions for an S3 bucket to access and write output data. Selected evaluator and generator models enabled in Amazon Bedrock.

Knowledge Base 91

Knowledge Base Applications Artificial Inteligence Generative AI 91

AWS Machine Learning - AI

NOVEMBER 22, 2023

Yes, the AWS re:Invent season is upon us and as always, the place to be is Las Vegas! are the sessions dedicated to AWS DeepRacer ! Generative AI is at the heart of the AWS Village this year. You marked your calendars, you booked your hotel, and you even purchased the airfare. And last but not least (and always fun!)

Generative AI 130

Generative AI Artificial Inteligence AWS Machine Learning 130

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 122

Knowledge Base AWS Generative AI Machine Learning 122