AWS Machine Learning - AI

NOVEMBER 13, 2024

The following diagram illustrates the solution architecture: The steps of the solution include: Upload data to Amazon S3 : Store the product images in Amazon Simple Storage Service (Amazon S3). The AWS Command Line Interface (AWS CLI) installed on your machine to upload the dataset to Amazon S3.

AWS 108

AWS Engineering Serverless eCommerce 108

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 112

Generative AI AWS Groups Artificial Inteligence 112

AWS Machine Learning - AI

NOVEMBER 15, 2024

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. These dimensions make up the foundation for developing and deploying AI applications in a responsible and safe manner.

Applications 105

Applications Generative AI AWS Artificial Inteligence 105

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. Its mounted at /fsx on the head and compute nodes.

AWS 97

AWS Artificial Inteligence Generative AI Training 97

CIO

AUGUST 26, 2024

This approach enhances the agility of cloud computing across private and public locations—and gives organizations greater control over their applications and data. Public and private cloud infrastructure is often fundamentally incompatible, isolating islands of data and applications, increasing workload friction, and decreasing IT agility.

Storage 167

Storage AWS Compliance Cloud 167

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 92

AWS Generative AI Technical Review Artificial Inteligence 92

Xebia

JANUARY 8, 2024

Introduction With an ever-expanding digital universe, data storage has become a crucial aspect of every organization’s IT strategy. The cloud, particularly Amazon Web Services (AWS), has made storing vast amounts of data more uncomplicated than ever before. The following table gives you an overview of AWS storage costs.

Storage 147

Storage AWS Backup Policies 147

AWS Machine Learning - AI

NOVEMBER 22, 2024

Cloud providers have recognized the need to offer model inference through an API call, significantly streamlining the implementation of AI within applications. AWS Step Functions is a fully managed service that makes it easier to coordinate the components of distributed applications and microservices using visual workflows.

Generative AI 81

Generative AI AWS Technical Review Backup 81

AWS Machine Learning - AI

MARCH 14, 2025

Organizations building and deploying AI applications, particularly those using large language models (LLMs) with Retrieval Augmented Generation (RAG) systems, face a significant challenge: how to evaluate AI outputs effectively throughout the application lifecycle.

Knowledge Base 80

Knowledge Base Applications Artificial Inteligence Generative AI 80

AWS Machine Learning - AI

DECEMBER 10, 2024

In this post, we explore how Amazon Q Business plugins enable seamless integration with enterprise applications through both built-in and custom plugins. This provides a more straightforward and quicker experience for users, who no longer need to use multiple applications to complete tasks. Choose Add plugin.

Applications 90

Applications Enterprise Authentication AWS 90

CIO

JUNE 28, 2023

Amazon Web Services (AWS) on Tuesday unveiled a new no-code offering, dubbed AppFabric, designed to simplify SaaS integration for enterprises by increasing application observability and reducing operational costs associated with building point-to-point solutions. AppFabric, which is available across AWS’ US East (N.

Generative AI 204

Generative AI AWS Artificial Inteligence Enterprise 204

CIO

NOVEMBER 4, 2024

The Register later noted “ whispers about a breakup with AWS ,” despite Broadcom addressing the issue in a blog post. In Nutanix’s recent Enterprise Cloud Index (ECI) – which surveyed 1,500 IT, DevOps , and platform engineering leaders globally – over 80% of organizations viewed hybrid IT as essential for managing applications and data.

Data Center 166

Data Center Journal Storage Strategy 166

AWS Machine Learning - AI

NOVEMBER 7, 2024

Although the principles discussed are applicable across various industries, we use an automotive parts retailer as our primary example throughout this post. A web application serves as the frontend interface where users can initiate parts lookup requests. A user interacts with the Car Parts Agent through a web application interface.

Lambda 122

Lambda Enterprise Automotive Knowledge Base 122

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 105

Generative AI Video Engineering Artificial Inteligence 105

AWS Machine Learning - AI

DECEMBER 3, 2024

Application failures, slow load times, and service unavailability can lead to user frustration, decreased engagement, and revenue loss. 45% of support engineers, application engineers, and SREs use five different monitoring tools on average. It also offers direct links to detailed New Relic interfaces.

Technical Review 99

Technical Review AWS eCommerce Systems Review 99

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.

Data 108

Data AWS Groups Knowledge Base 108

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 123

AWS Applications Lambda Knowledge Base 123

AWS Machine Learning - AI

NOVEMBER 6, 2024

The challenge: Enabling self-service cloud governance at scale Hearst undertook a comprehensive governance transformation for their Amazon Web Services (AWS) infrastructure. The CCoE implemented AWS Organizations across a substantial number of business units.

Generative AI 99

Generative AI Government Technical Review Innovation 99

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 96

Generative AI AWS Innovation Knowledge Base 96

AWS Machine Learning - AI

NOVEMBER 14, 2024

In this post, we provide a step-by-step guide with the building blocks needed for creating a Streamlit application to process and review invoices from multiple vendors. Streamlit is an open source framework for data scientists to efficiently create interactive web-based data applications in pure Python. Install Python 3.7

Software Review 99

Software Review Technical Review AWS Artificial Inteligence 99

AWS Machine Learning - AI

MARCH 3, 2025

These latency-sensitive applications enable real-time text and voice interactions, responding naturally to human conversations. Their applications span a variety of sectors, including customer service, healthcare, education, personal and business productivity, and many others. Next, create a subnet inside each Local Zone.

AWS 70

AWS Artificial Inteligence Technical Review Systems Review 70

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 114

Scalability Lambda Generative AI AWS 114

Perficient

MARCH 27, 2025

Unlike Terraform, which uses HCL, Pulumi enables you to define infrastructure using Python, making it easier for developers to integrate infrastructure with application code. Multi-Cloud and Multi-Language Support Deploy across AWS, Azure, and Google Cloud with Python, TypeScript, Go, or.NET.

AWS 52

AWS Infrastructure Lambda Load Balancer 52

AWS Machine Learning - AI

MARCH 20, 2025

Today, were excited to announce the general availability of Amazon Bedrock Data Automation , a powerful, fully managed feature within Amazon Bedrock that automate the generation of useful insights from unstructured multimodal content such as documents, images, audio, and video for your AI-powered applications.

Data 104

Data Generative AI Artificial Inteligence Compliance 104

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?

AWS 52

AWS Cloud Weak Development Team DevOps 52

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. With the significant developments in the field of generative AI , intelligent applications powered by foundation models (FMs) can help users map out an itinerary through an intuitive natural conversation interface.

Artificial Inteligence 104

Artificial Inteligence Generative AI Travel AWS 104

AWS Machine Learning - AI

FEBRUARY 11, 2025

Large-scale data ingestion is crucial for applications such as document analysis, summarization, research, and knowledge management. This solution ingests and processes data from hundreds of thousands of support tickets, escalation notices, public AWS documentation, re:Post articles, and AWS blog posts.

Knowledge Base 84

Knowledge Base Lambda Enterprise AWS 84

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. The workflow includes the following steps: Amazon WorkMail manages incoming and outgoing customer emails.

Knowledge Base 92

Knowledge Base Generative AI Technical Review Lambda 92

AWS Machine Learning - AI

MAY 14, 2024

An important aspect of developing effective generative AI application is Reinforcement Learning from Human Feedback (RLHF). The interplay between Generative AI and human input paves the way for more accurate and responsible applications. We used this feedback to finetune the model deployed on Amazon Bedrock to power the chat-bot.

Generative AI 109

Generative AI Artificial Inteligence AWS Applications 109

Xebia

JANUARY 23, 2025

Take for example the ability to interact with various cloud services such as Cloud Storage, BigQuery, Cloud SQL, etc. For ingress access to your application, services like Cloud Load Balancer should be preferred and for egress to the public internet a service like Cloud NAT. For these scenarios various solutions can be implemented.

Policies 130

Policies Storage Google Cloud Cloud 130

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

APRIL 23, 2024

Generative artificial intelligence (AI) has gained significant momentum with organizations actively exploring its potential applications. The AWS Well-Architected Framework provides best practices and guidelines for designing and operating reliable, secure, efficient, and cost-effective systems in the cloud.

Knowledge Base 122

Knowledge Base Scalability Applications Generative AI 122

AWS Machine Learning - AI

NOVEMBER 21, 2024

Similarly, in text-to-speech applications, understanding the subtle nuances of human speech—from the length of pauses between phrases to changes in emotional tone—requires detailed human feedback at a segment level. Solution overview This audio/video segmentation solution combines several AWS services to create a robust annotation workflow.

Video 87

Video Lambda AWS Generative AI 87

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. However, many of these perspectives and underlying concepts are universally applicable across other cloud platforms. Take for example the T instances.

AWS 149

AWS Cloud Technical Review Resources 149

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. Data processing costs: Track storage, retrieval and preprocessing costs.

Technical Review 88

Technical Review Azure Budget Artificial Intelligence 88

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 96

Education Report Technical Review Generative AI 96

Dzone - DevOps

JULY 12, 2024

This article describes the implementation of RESTful API on AWS serverless architecture. It provides a detailed overview of the architecture, data flow, and AWS services that can be used. This article also describes the benefits of the serverless architecture over the traditional approach. What Is Serverless Architecture?

Serverless 96

Serverless Architecture AWS Storage 96