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 97

Generative AI AWS Enterprise Artificial Inteligence 97

AWS Machine Learning - AI

APRIL 10, 2025

Demystifying RAG and model customization RAG is a technique to enhance the capability of pre-trained models by allowing the model access to external domain-specific data sources. Unlike fine-tuning, in RAG, the model doesnt undergo any training and the model weights arent updated to learn the domain knowledge.

Case Study 95

Case Study Artificial Inteligence Study Generative AI 95

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

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 91

Technical Review AWS eCommerce Systems Review 91

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 71

AWS Artificial Inteligence Technical Review Systems Review 71

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

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 96

Applications Generative AI AWS Artificial Inteligence 96

CIO

NOVEMBER 22, 2022

Amazon Web Services (AWS) on Tuesday launched its second region in India and said it was committing $4.4 The new region, which will be based in Hyderabad (designated ap-south-2), will add three availability zones to AWS’ existing infrastructure in the country. billion (Rs 36,300 crore) to scale it till the end of 2030.

AWS 158

AWS Data Center Infrastructure Construction 158

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 114

Generative AI Artificial Inteligence AWS Serverless 114

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

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 96

Generative AI Video Engineering Artificial Inteligence 96

AWS Machine Learning - AI

MAY 1, 2024

Llama2 by Meta is an example of an LLM offered by AWS. It comes in a range of parameter sizes—7 billion, 13 billion, and 70 billion—as well as pre-trained and fine-tuned variations. To learn more about Llama 2 on AWS, refer to Llama 2 foundation models from Meta are now available in Amazon SageMaker JumpStart.

AWS 99

AWS Artificial Inteligence Training Generative AI 99

AWS Machine Learning - AI

JANUARY 13, 2025

The Education and Training Quality Authority (BQA) plays a critical role in improving the quality of education and training services in the Kingdom Bahrain. BQA oversees a comprehensive quality assurance process, which includes setting performance standards and conducting objective reviews of education and training institutions.

Education 86

Education Report Technical Review Generative AI 86

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 96

Data Generative AI Artificial Inteligence Compliance 96

AWS Machine Learning - AI

MARCH 3, 2025

Tuning model architecture requires technical expertise, training and fine-tuning parameters, and managing distributed training infrastructure, among others. Its a familiar NeMo-style launcher with which you can choose a recipe and run it on your infrastructure of choice (SageMaker HyperPod or training). recipes=recipe-name.

Artificial Inteligence 76

Artificial Inteligence Generative AI AWS Training 76

Kaseya

MAY 13, 2021

As the name suggests, a cloud service provider is essentially a third-party company that offers a cloud-based platform for application, infrastructure or storage services. In a public cloud, all of the hardware, software, networking and storage infrastructure is owned and managed by the cloud service provider. What Is a Public Cloud?

Google Cloud 122

Google Cloud Azure AWS Cloud 122

AWS Machine Learning - AI

NOVEMBER 21, 2024

As large language models (LLMs) increasingly integrate more multimedia capabilities, human feedback becomes even more critical in training them to generate rich, multi-modal content that aligns with human quality standards. The path to creating effective AI models for audio and video generation presents several distinct challenges.

Video 78

Video Lambda AWS Generative AI 78

AWS Machine Learning - AI

MARCH 18, 2025

LLM analysis The integrated dataset is fed into an LLM specifically trained on medical and clinical trial data. Text processing and contextualization The transcribed text is then fed into an LLM trained on various healthcare datasets, including medical literature, clinical guidelines, and deidentified patient records. An AWS account.

Artificial Inteligence 94

Artificial Inteligence Technical Review Healthcare Systems Review 94

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 83

Knowledge Base Generative AI Technical Review Lambda 83

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. For AI services, this implies breaking down costs associated with data processing, model training and inferencing.

Technical Review 88

Technical Review Azure Budget Artificial Intelligence 88

AWS Machine Learning - AI

FEBRUARY 12, 2025

Trained on broad, generic datasets spanning a wide range of topics and domains, LLMs use their parametric knowledge to perform increasingly complex and versatile tasks across multiple business use cases. For details, refer to Creating an AWS account. Be sure to set up your AWS Command Line Interface (AWS CLI) credentials correctly.

Artificial Inteligence 73

Artificial Inteligence Training AWS Machine Learning 73

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 95

Generative AI CTO Coach AWS Artificial Inteligence 95

Xebia

APRIL 8, 2022

But to get started requires storage, tools and skills. AWS offers solutions to all these problems. In this blog post we want to touch on our top 5 security related topics when it comes to managing a data lake or running a data warehouse on AWS. Top 5 data and security topics on AWS. Top 5 data and security topics on AWS.

AWS 130

AWS Data Cloud Compliance 130

TechCrunch

NOVEMBER 22, 2022

But researchers need much of their initial time preparing data for training AI systems. The training process also requires hundreds of annotated medical images and thousands of hours of annotation by clinicians. Healthtech startup RedBrick AI has raised $4.6 Artificial intelligence has become ubiquitous in clinical diagnosis.

Artificial Inteligence 234

Artificial Inteligence Artificial Intelligence Biotech 3D 234

O'Reilly Media - Data

DECEMBER 10, 2019

We can collect many examples of what we want the program to do and what not to do (examples of correct and incorrect behavior), label them appropriately, and train a model to perform correctly on new inputs. We’re seeing continued adoption of tools like AWS’ Sagemaker and Google’s AutoML. Instead, we can program by example.

Software 329

Software Artificial Inteligence Machine Learning Conference 329

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 114

AWS Applications Lambda Knowledge Base 114

Altexsoft

MAY 20, 2020

These hardware components cache and preprocess real-time data, reducing the burden on central storages and main processors. The list of top five fully-fledged solutions in alphabetical order is as follows : Amazon Web Service (AWS) IoT platform , Cisco IoT , Google Cloud IoT , IBM Watson IoT platform , and. AWS IoT infrastructure.

IoT 141

IoT Azure AWS Transportation 141

AWS Machine Learning - AI

NOVEMBER 30, 2023

The number of companies launching generative AI applications on AWS is substantial and building quickly, including adidas, Booking.com, Bridgewater Associates, Clariant, Cox Automotive, GoDaddy, and LexisNexis Legal & Professional, to name just a few. Innovative startups like Perplexity AI are going all in on AWS for generative AI.

Generative AI 131

Generative AI AWS Artificial Inteligence Software Review 131

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 120

Generative AI Artificial Inteligence AWS Machine Learning 120

AWS Machine Learning - AI

MAY 30, 2024

In this post, we introduce the Media Analysis and Policy Evaluation solution, which uses AWS AI and generative AI services to provide a framework to streamline video extraction and evaluation processes. This solution, powered by AWS AI and generative AI services, meets these needs.

Generative AI 124

Generative AI Policies Video AWS 124

CIO

MAY 15, 2024

Training can be an answer — if done right The report shed light on two parallel causes: the IT talent shortage itself, and resistance from employees in being retrained for different tasks. But it does require specialized training. Some enterprises “are begging AWS to start certification programs,” Smith said.

Report 179

Report Software Review Training Survey 179

Apiumhub

DECEMBER 9, 2024

Azure Key Vault Secrets offers a centralized and secure storage alternative for API keys, passwords, certificates, and other sensitive statistics. Azure Key Vault is a cloud service that provides secure storage and access to confidential information such as passwords, API keys, and connection strings. What is Azure Key Vault Secret?

Azure 91

Azure Analytics Storage Artificial Inteligence 91

AWS Machine Learning - AI

APRIL 9, 2025

Your data is not used for training purposes, and the answers provided by Amazon Q Business are based solely on the data users have access to. By analyzing trends in Total queries , Total conversations , and user-specific metrics, administrators can gauge adoption rates and identify potential areas for user training or system improvements.

Weak Development Team 66

Weak Development Team Metrics AWS Systems Review 66

AWS Machine Learning - AI

MARCH 28, 2024

Large language models (LLMs) are generally trained on large publicly available datasets that are domain agnostic. For example, Meta’s Llama models are trained on datasets such as CommonCrawl , C4 , Wikipedia, and ArXiv. The resulting LLM outperforms LLMs trained on non-domain-specific datasets when tested on finance-specific tasks.

Artificial Inteligence 106

Artificial Inteligence Training Generative AI Machine Learning 106

AWS Machine Learning - AI

JULY 10, 2024

Today at the AWS New York Summit, we announced a wide range of capabilities for customers to tailor generative AI to their needs and realize the benefits of generative AI faster. Each application can be immediately scaled to thousands of users and is secure and fully managed by AWS, eliminating the need for any operational expertise.

Artificial Inteligence 121

Artificial Inteligence AWS Generative AI Knowledge Base 121

Linux Academy

NOVEMBER 7, 2019

One of the most common questions people ask us is, “Do I need to have an IT background to start using AWS?” Knowing how networking works, and being familiar with the client-server model will help you understand the ins and outs of AWS, but what if you need something even more basic than that? AWS in non-technical terms.

AWS 103

AWS Linux Storage Data Center 103

AWS Machine Learning - AI

MARCH 20, 2025

Asure anticipated that generative AI could aid contact center leaders to understand their teams support performance, identify gaps and pain points in their products, and recognize the most effective strategies for training customer support representatives using call transcripts. John Canada, VP of Engineering at Asure.

Generative AI 68

Generative AI Artificial Inteligence Metrics AWS 68