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.

Generative AI 99

Generative AI AWS Technical Review Backup 99

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.

Generative AI 113

Generative AI AWS Enterprise Artificial Inteligence 113

CIO

APRIL 30, 2025

Cloud computing architecture encompasses everything involved with cloud computing, including front-end platforms, servers, storage, delivery, and networks required to manage cloud storage. Youll also be tested on your knowledge of AWS deployment and management services, among other AWS services.

Cloud 161

Cloud AWS Azure Disaster Recovery 161

CIO

APRIL 25, 2025

As one of the most sought-after skills on the market right now, organizations everywhere are eager to embrace AI as a business tool. AI skills broadly include programming languages, database modeling, data analysis and visualization, machine learning (ML), statistics, natural language processing (NLP), generative AI, and AI ethics.

Artificial Inteligence 204

Artificial Inteligence DevOps Virtualization Industry 204

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

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.

AWS 218

AWS Azure Database Administration Google Cloud 218

AWS Machine Learning - AI

APRIL 29, 2025

At Data Reply and AWS, we are committed to helping organizations embrace the transformative opportunities generative AI presents, while fostering the safe, responsible, and trustworthy development of AI systems. Red teaming is critical for uncovering vulnerabilities before they are exploited.

Generative AI 74

Generative AI Weak Development Team AWS Artificial Inteligence 74

CIO

MAY 12, 2022

Predictive analysis tools have an answer. What are predictive analytics tools? Predictive analytics tools blend artificial intelligence and business reporting. Predictive analytics tools blend artificial intelligence and business reporting. Top predictive analytics tools compared. AWS SageMaker. Highlights.

Analytics 206

Analytics Tools Artificial Inteligence Open Source 206

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?

Open Source 162

Open Source AWS Government Technical Review 162

AWS Machine Learning - AI

DECEMBER 3, 2024

The custom plugin streamlines incident response, enhances decision-making, and reduces cognitive load from managing multiple tools and complex datasets. 45% of support engineers, application engineers, and SREs use five different monitoring tools on average. Tool switching slows decision-making during outages or ecommerce disruptions.

Technical Review 106

Technical Review AWS eCommerce Systems Review 106

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 123

Generative AI Lambda Applications AWS 123

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).

AWS 82

AWS Artificial Inteligence Technical Review Systems Review 82

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

AWS Machine Learning - AI

APRIL 16, 2025

A solution for this is provided by an open source software tool called LoRAX that provides weight-swapping mechanisms for inference toward serving multiple variants of a base FM. Why LoRAX for LoRA deployment on AWS? aws ec2 describe-images --filters 'Name=name,Values=Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.5*(Ubuntu*'

Artificial Inteligence 101

Artificial Inteligence Generative AI AWS Storage 101

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 129

Lambda Enterprise Automotive Knowledge Base 129

AWS Machine Learning - AI

OCTOBER 29, 2024

Professionals in a wide variety of industries have adopted digital video conferencing tools as part of their regular meetings with suppliers, colleagues, and customers. Organizations typically can’t predict their call patterns, so the solution relies on AWS serverless services to scale during busy times.

Generative AI 111

Generative AI Video Engineering Artificial Inteligence 111

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. MuleSoft from Salesforce provides the Anypoint platform that gives IT the tools to automate everything.

Generative AI 106

Generative AI AWS Innovation Knowledge Base 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

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.

Tools 185

Tools Cloud AWS Off-The-Shelf 185

CIO

APRIL 15, 2025

Today, data sovereignty laws and compliance requirements force organizations to keep certain datasets within national borders, leading to localized cloud storage and computing solutions just as trade hubs adapted to regulatory and logistical barriers centuries ago.

Strategy 162

Strategy Cloud Data Technical Review 162

AWS Machine Learning - AI

JANUARY 29, 2025

Accelerate your generative AI application development by integrating your supported custom models with native Bedrock tools and features like Knowledge Bases, Guardrails, and Agents. Prerequisites You should have the following prerequisites: An AWS account with access to Amazon Bedrock. An S3 bucket prepared to store the custom model.

Generative AI 132

Generative AI Artificial Inteligence AWS Technical Review 132

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 111

Artificial Inteligence Generative AI Travel AWS 111

Xebia

AUGUST 29, 2023

How does High-Performance Computing on AWS differ from regular computing? HPC services on AWS Compute Technically you could design and build your own HPC cluster on AWS, it will work but you will spend time on plumbing and undifferentiated heavy lifting. AWS has two services to support your HPC workload.

AWS 147

AWS Performance Storage Linux 147

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 113

Generative AI Applications AWS Knowledge Base 113

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. Employ automation tools (e.g.,

AWS 52

AWS Cloud Weak Development Team DevOps 52

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 123

Case Study Artificial Inteligence Study Generative AI 123

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 109

Knowledge Base Generative AI Technical Review Lambda 109

AWS Machine Learning - AI

APRIL 30, 2025

From automated reconciliations to tools that manage the entire close process, FloQast has seen firsthand how organizations, big and small, struggle to keep pace with their accounting needs as they scale. The following diagram illustrates the architecture using AWS services. When complete, raw data is stored into an encrypted S3 bucket.

Artificial Inteligence 99

Artificial Inteligence Technical Review Software Review Generative AI 99

AWS Machine Learning - AI

MARCH 20, 2025

Cross-Region inference enables seamless management of unplanned traffic bursts by using compute across different AWS Regions. Amazon Bedrock Data Automation optimizes for available AWS Regional capacity by automatically routing across regions within the same geographic area to maximize throughput at no additional cost.

Data 117

Data Generative AI Artificial Inteligence Compliance 117

AWS Machine Learning - AI

DECEMBER 4, 2024

SageMaker Unified Studio combines various AWS services, including Amazon Bedrock , Amazon SageMaker , Amazon Redshift , Amazon Glue , Amazon Athena , and Amazon Managed Workflows for Apache Airflow (MWAA) , into a comprehensive data and AI development platform. Navigate to the AWS Secrets Manager console and find the secret -api-keys.

Generative AI 106

Generative AI Applications Technical Review Software Review 106

Perficient

MARCH 27, 2025

Pulumi is a modern Infrastructure as Code (IaC) tool that allows you to define, deploy, and manage cloud infrastructure using general-purpose programming languages. 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

NOVEMBER 21, 2024

Traditional annotation tools, with basic playback and marking capabilities, often fall short in capturing these nuanced details. Through custom human annotation workflows , organizations can equip annotators with tools for high-precision segmentation. We demonstrate how to use Wavesurfer.js

Video 102

Video Lambda AWS Generative AI 102

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 111

Applications Generative AI AWS Artificial Inteligence 111

CIO

JANUARY 26, 2023

That way the group that added too many fancy features that need too much storage and server time will have to account for their profligacy. They’ve started adding better accounting tools and alarms that are triggered before the bills reach the stratosphere. What follows is an alphabetical list of the best cloud cost tracking tools.

Tools 172

Tools Cloud Artificial Inteligence Artificial Intelligence 172

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 102

Knowledge Base Lambda Enterprise AWS 102

Honeycomb

APRIL 23, 2025

Part 2: Observability cost drivers and levers of control I recently wrote an update to my old piece on the cost of observability , on how much you should spend on observability tooling. Some observability platforms are approaching AWS levels of pricing complexity these days. The answer, of course, is its complicated. understandably).

Weak Development Team 110

Weak Development Team Metrics Storage Engineering 110

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 129

AWS Applications Lambda Knowledge Base 129