AWS Machine Learning - AI

APRIL 9, 2025

Implementation of dynamic routing In this section, we explore different approaches to implementing dynamic routing on AWS, covering both built-in routing features and custom solutions that you can use as a starting point to build your own. Virginia) AWS Region and receives 50,000 history questions and 50,000 math questions per day.

Artificial Inteligence 108

Artificial Inteligence Generative AI AWS Applications 108

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 90

AWS Artificial Inteligence Generative AI Training 90

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. These components are illustrated in the following diagram.

Generative AI 98

Generative AI AWS Artificial Inteligence Enterprise 98

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

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 84

AWS Generative AI Technical Review Artificial Inteligence 84

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

Xebia

OCTOBER 18, 2024

It enables data engineers and analysts to write modular SQL transformations, with built-in support for data testing and documentation. Moving to the Cloud (AWS) With the local setup complete, we’re ready to explore cloud deployment options. In the next post, we’ll look into setting up Ducklake in AWS. What’s Next?

Open Source 162

Open Source AWS Government Technical Review 162

Netflix Tech

DECEMBER 17, 2024

This article is the first in a multi-part series sharing a breadth of Analytics Engineering work at Netflix, recently presented as part of our annual internal Analytics Engineering conference. Subsequent posts will detail examples of exciting analytic engineering domain applications and aspects of the technical craft.

Analytics 84

Analytics Engineering Survey Metrics 84

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.

Generative AI 73

Generative AI AWS Technical Review Backup 73

AWS Machine Learning - AI

DECEMBER 3, 2024

The challenge: Resolving application problems before they impact customers New Relic’s 2024 Observability Forecast highlights three key operational challenges: Tool and context switching – Engineers use multiple monitoring tools, support desks, and documentation systems.

Technical Review 92

Technical Review AWS eCommerce Systems Review 92

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

Amazon Q Business can increase productivity across diverse teams, including developers, architects, site reliability engineers (SREs), and product managers. Enterprises provide their developers, engineers, and architects with a range of knowledge bases and documents, such as usage guides, wikis, and tools.

Generative AI 87

Generative AI AWS Innovation Knowledge Base 87

AWS Machine Learning - AI

JANUARY 29, 2025

In this post, we explore how to deploy distilled versions of DeepSeek-R1 with Amazon Bedrock Custom Model Import, making them accessible to organizations looking to use state-of-the-art AI capabilities within the secure and scalable AWS infrastructure at an effective cost. The following diagram illustrates the end-to-end flow. for the month.

Generative AI 115

Generative AI Artificial Inteligence AWS Technical Review 115

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 105

Scalability Lambda Generative AI AWS 105

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. Need to hire skilled engineers? AWS migration isnt just about moving data; it requires careful planning and execution.

AWS 52

AWS Cloud Weak Development Team DevOps 52

AWS Machine Learning - AI

MARCH 20, 2025

Traditionally, transforming raw data into actionable intelligence has demanded significant engineering effort. The result is expensive, brittle workflows that demand constant maintenance and engineering resources. Virginia) AWS Regions helping to ensure seamless request routing and enhanced reliability.

Data 97

Data Generative AI Artificial Inteligence Compliance 97

CIO

SEPTEMBER 14, 2023

What is a data engineer? Data engineers design, build, and optimize systems for data collection, storage, access, and analytics at scale. Data engineers also need communication skills to work across departments and to understand what business leaders want to gain from the company’s large datasets.

Data Engineering 203

Data Engineering Analytics Engineering Data 203

AWS Machine Learning - AI

NOVEMBER 7, 2024

The workflow includes the following steps: Documents (owner manuals) are uploaded to an Amazon Simple Storage Service (Amazon S3) bucket. x or later The AWS CDK CLI installed Deploy the solution The following steps outline the process to deploying the solution using the AWS CDK. The following diagram illustrates how it works.

Lambda 114

Lambda Enterprise Automotive Knowledge Base 114

CIO

AUGUST 9, 2022

What is a data engineer? Data engineers design, build, and optimize systems for data collection, storage, access, and analytics at scale. Data engineers also need communication skills to work across departments and to understand what business leaders want to gain from the company’s large datasets. The data engineer role.

Data Engineering 197

Data Engineering Analytics Engineering Data 197

CIO

MARCH 31, 2023

As a chipmaker, AMD is a vital supplier for the public cloud’s compute engine, and among Ranjan’s key remits is to support the engineering of semiconductors that power the cloud. And for AMD’s most critical engineering applications, the answer remains its own data centers — not the cloud. But that is changing.

Engineering 173

Engineering Data Center AWS Cloud 173

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 103

Data AWS Groups Knowledge Base 103

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. About the Authors Steven Craig is a Sr. Director, Cloud Center of Excellence.

Generative AI 91

Generative AI Government Technical Review Innovation 91

TechCrunch

OCTOBER 15, 2020

Koyeb believes that companies will take advantage of the best cloud-native APIs and storage services going forward. Koyeb supports many different storage providers, such as AWS, Google Cloud, Microsoft Azure, Wasabi, Backblaze B2 as well as object storage products from DigitalOcean, Linode, Scaleway, Vultr, etc.

Serverless 163

Serverless Google Cloud Engineering Data 163

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. MaestroQAs existing rules engine couldnt always answer these types of queries because end-users could ask for the same outcome in many different ways.

Generative AI 96

Generative AI CTO Coach AWS Artificial Inteligence 96

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 95

Generative AI Applications AWS Knowledge Base 95

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. This solution uses the powerful capabilities of Amazon Q Business.

Knowledge Base 79

Knowledge Base Lambda Enterprise AWS 79

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. For human-in-the-loop evaluation, which can be done by either AWS managed or customer managed teams, you must bring your own dataset.

Applications 98

Applications Generative AI AWS Artificial Inteligence 98

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. AI-powered email processing engine – Central to the solution, this engine uses AI to analyze and process emails.

Knowledge Base 84

Knowledge Base Generative AI Technical Review Lambda 84

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 96

Case Study Artificial Inteligence Study Generative AI 96

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 96

Artificial Inteligence Generative AI Travel AWS 96

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. Traditionally, cloud engineers learning IaC would manually sift through documentation and best practices to write compliant IaC scripts.

AWS 115

AWS Applications Lambda Knowledge Base 115

AWS Machine Learning - AI

MARCH 18, 2025

Audio-to-text transcription The recorded audio files are securely transmitted to a speech-to-text engine, which converts the spoken words into text format. Data consolidation The transcribed patient reports are consolidated into a structured database, enabling efficient storage, retrieval, and analysis. An AWS account.

Artificial Inteligence 95

Artificial Inteligence Technical Review Healthcare Systems Review 95

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 Inteligence 88

TechCrunch

NOVEMBER 22, 2021

Goel said many of Render’s customers migrate to its platform from Heroku and AWS because it provides “increased flexibility, better performance, and access to modern features like infrastructure-as-code, private networking and persistent storage.”.

DevOps 221

DevOps Cloud Azure Google Cloud 221

TechCrunch

NOVEMBER 22, 2022

Founded in 2021 by former SpaceX Hyperloop engineers Sharma and Derek Lukacs (who serves as CTO), RedBrick AI offers specialized annotation tools that can be accessed through a web browser and integrated within customers’ existing data storage system, such as AWS, Google Cloud Platform and Azure.

Artificial Inteligence 234

Artificial Inteligence Artificial Intelligence Biotech 3D 234

AWS Machine Learning - AI

JANUARY 22, 2025

With the Amazon Bedrock serverless experience, you can get started quickly, privately customize FMs with your own data, and integrate and deploy them into your applications using the AWS tools without having to manage any infrastructure. Solution workflow Our solution requires a two-stage workflow of video transcription and security analysis.

Generative AI 96

Generative AI Video Analysis Technical Review 96

Cloudera

OCTOBER 23, 2024

By maintaining operational metadata within the table itself, Iceberg tables enable interoperability with many different systems and engines. The Iceberg REST catalog specification is a key component for making Iceberg tables available and discoverable by many different tools and execution engines.

Data 84

Data Analytics Systems Review Architecture 84