AWS Machine Learning Blog

NOVEMBER 19, 2024

In 2018, I sat in the audience at AWS re:Invent as Andy Jassy announced AWS DeepRacer —a fully autonomous 1/18th scale race car driven by reinforcement learning. But AWS DeepRacer instantly captured my interest with its promise that even inexperienced developers could get involved in AI and ML.

AWS 109

AWS ML ML AI 109

AWS Machine Learning Blog

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 114

AWS Database AI AI 114

AWS Machine Learning Blog

DECEMBER 9, 2024

It simplifies the often complex and time-consuming tasks involved in setting up and managing an MLflow environment, allowing ML administrators to quickly establish secure and scalable MLflow environments on AWS. AWS CodeArtifact , which provides a private PyPI repository so that SageMaker can use it to download necessary packages.

AWS 108

AWS ML ML Data Scientist 108

AWS Machine Learning Blog

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.

AWS 117

AWS AI AI Machine Learning 117

AWS Machine Learning Blog

APRIL 3, 2025

Every year, AWS Sales personnel draft in-depth, forward looking strategy documents for established AWS customers. These documents help the AWS Sales team to align with our customer growth strategy and to collaborate with the entire sales team on long-term growth ideas for AWS customers.

AWS 117

AWS AI AI Database 117

insideBIGDATA

MARCH 22, 2024

GTC—Amazon Web Services (AWS), an Amazon.com company (NASDAQ: AMZN), and NVIDIA (NASDAQ: NVDA) today announced that the new NVIDIA Blackwell GPU platform—unveiled by NVIDIA at GTC 2024—is coming to AWS.

AWS 221

AWS Artificial Intelligence Artificial Intelligence AI 221

Dataconomy

DECEMBER 17, 2024

AWS has released detailed AI Service Cards for Nova models, providing transparency on use cases, limitations, and responsible AI practices: Amazon Nova Canvas Amazon Nova Reel Amazon Nova Micro Amazon Nova Lite Amazon Nova Pro

AWS 169

AWS AI AI Artificial Intelligence 169

AWS Machine Learning Blog

NOVEMBER 15, 2024

Principal wanted to use existing internal FAQs, documentation, and unstructured data and build an intelligent chatbot that could provide quick access to the right information for different roles. Principal also used the AWS open source repository Lex Web UI to build a frontend chat interface with Principal branding.

AWS 117

AWS AI AI Machine Learning 117

AWS Machine Learning Blog

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. architectures/5.sagemaker-hyperpod/LifecycleScripts/base-config/

AWS 109

AWS Clustering Deep Learning Deep Learning 109

AWS Machine Learning Blog

JANUARY 31, 2025

Solution overview Our solution uses the AWS integrated ecosystem to create an efficient scalable pipeline for digital pathology AI workflows. Prerequisites We assume you have access to and are authenticated in an AWS account. The AWS CloudFormation template for this solution uses t3.medium

AWS 114

AWS Supervised Learning ML ML 114

Dataconomy

FEBRUARY 6, 2025

Primer Technologies, an artificial intelligence and machine learning company, has announced the availability of its Primer AI platform in the Amazon Web Services (AWS) Marketplace for the AWS Secret Region. The Primer AI platform is now generally available in the AWS Marketplace for the AWS Secret Region.

AWS 103

AWS AI AI Artificial Intelligence 103

Flipboard

NOVEMBER 12, 2024

What Is Artificial Intelligence (AI)? Artificial intelligence (AI) is a technology with human-like problem-solving capabilities. AI in action appears …

Artificial Intelligence 131

Artificial Intelligence Artificial Intelligence AWS AI 131

Analytics Vidhya

FEBRUARY 22, 2024

As we know, we are currently using the VIT […] The post Building End-to-End Generative AI Models with AWS Bedrock appeared first on Analytics Vidhya. The evaluation of Gen AI began with the Transformer architecture, and this strategy has since been adopted in other fields. Let’s take an example.

AWS 318

AWS AI AI Analytics 318

AWS Machine Learning Blog

NOVEMBER 26, 2024

Using vLLM on AWS Trainium and Inferentia makes it possible to host LLMs for high performance inference and scalability. Deploy vLLM on AWS Trainium and Inferentia EC2 instances In these sections, you will be guided through using vLLM on an AWS Inferentia EC2 instance to deploy Meta’s newest Llama 3.2 You will use inf2.xlarge

AWS 109

AWS AI AI Artificial Intelligence 109

AWS Machine Learning Blog

APRIL 3, 2025

This post explores how OMRON Europe is using Amazon Web Services (AWS) to build its advanced ODAP and its progress toward harnessing the power of generative AI. Some of these tools included AWS Cloud based solutions, such as AWS Lambda and AWS Step Functions.

AWS 95

AWS Data Governance Data Silos SQL 95

AWS Machine Learning Blog

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. sync) pattern, which automatically waits for the completion of asynchronous jobs.

AWS 104

AWS AI AI Database 104

Analytics Vidhya

JULY 31, 2023

In an exciting collaboration, Amazon Web Services (AWS) and Accel have unveiled “ML Elevate 2023,” a revolutionary six-week accelerator program aimed at empowering startups in the generative artificial intelligence (AI) domain.

AWS 208

AWS ML ML Artificial Intelligence 208

AWS Machine Learning Blog

MAY 16, 2025

In this post, we share how Amazon Web Services (AWS) is helping Scuderia Ferrari HP develop more accurate pit stop analysis techniques using machine learning (ML). Since implementing the solution with AWS, track operations engineers can synchronize the data up to 80% faster than manual methods.

AWS 82

AWS Machine Learning Machine Learning ML 82

Analytics Vidhya

MAY 1, 2024

Amazon Web Services (AWS) has created yet another wave in artificial intelligence (AI) with its new generative AI-powered assistant, Amazon Q. This new AI tool is launched in three variations – Q Developer, Q Business, and Q Apps – catering to the varied needs of businesses, developers, and app builders.

Artificial Intelligence 343

Artificial Intelligence Artificial Intelligence AWS AI 343

Flipboard

DECEMBER 18, 2023

Artificial intelligence resides at the nexus of education and technology, where the opportunities seem limitless, though uncertain. Over the last few months, EdSurge webinar host Carl Hooker moderated three webinars featuring field-expert panelists discussing the transformative impact of artificial intelligence in the education field.

Artificial Intelligence 179

Artificial Intelligence Artificial Intelligence AWS Machine Learning 179

AWS Machine Learning Blog

FEBRUARY 26, 2025

At ByteDance, we collaborated with Amazon Web Services (AWS) to deploy multimodal large language models (LLMs) for video understanding using AWS Inferentia2 across multiple AWS Regions around the world. Solution overview Weve collaborated with AWS since the first generation of Inferentia chips.

AWS 104

AWS ML ML Clustering 104

Dataconomy

NOVEMBER 20, 2023

In a major move to revolutionize AI education, Amazon has launched the AWS AI Ready courses, offering eight free courses in AI and generative AI. This initiative is a direct response to the findings of an AWS study that pointed out a “strong demand” for AI-savvy professionals and the potential for higher salaries in this field.

AWS 195

AWS AI AI Artificial Intelligence 195

AWS Machine Learning Blog

OCTOBER 16, 2024

The company developed an automated solution called Call Quality (CQ) using AI services from Amazon Web Services (AWS). In this post, we demonstrate how the CQ solution used Amazon Transcribe and other AWS services to improve critical KPIs with AI-powered contact center call auditing and analytics.

AWS 92

AWS AI AI Machine Learning 92

Flipboard

NOVEMBER 18, 2024

today announced the general availability of AWS App Studio, its popular artificial intelligence service for creating business applications with natural language prompts.Fi Amazon Web Services Inc.

AWS 157

AWS Artificial Intelligence Artificial Intelligence Cloud Computing 157

AWS Machine Learning Blog

FEBRUARY 21, 2025

Communication between the two systems was established through Kerberized Apache Livy (HTTPS) connections over AWS PrivateLink. To promote the success of this migration, we collaborated with the AWS team to create automated and intelligent digital experiences that demonstrated Rockets understanding of its clients and kept them connected.

Data Science 89

Data Science AWS Hadoop Data Scientist 89

Flipboard

NOVEMBER 22, 2024

Seamless integration of latest foundation models (FMs), Prompts, Agents, Knowledge Bases, Guardrails, and other AWS services. Prerequisites Before implementing the new capabilities, make sure that you have the following: An AWS account In Amazon Bedrock: Create and test your base prompts for customer service interactions in Prompt Management.

AWS 165

AWS AI AI Machine Learning 165

Flipboard

NOVEMBER 16, 2024

Transform your business with generative AI Boost productivity, build differentiated experiences, and innovate faster with AWS Get started with …

AWS 179

AWS AI AI Computer Science 179

Flipboard

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.

AWS 151

AWS AI AI ML 151

Flipboard

FEBRUARY 25, 2025

Unlock your artificial intelligence skills and career potential with deep dive AI courses, trainings and certification. Gain experience with generative AI.

Artificial Intelligence 101

Artificial Intelligence Artificial Intelligence AWS AI 101

AWS Machine Learning Blog

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 91

AWS AI AI Deep Learning 91

AWS Machine Learning Blog

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.

AWS 134

AWS Data Scientist AI AI 134

Flipboard

MAY 28, 2025

At AWS, Jeffrey Hammond helps software companies accelerate product delivery, create new revenue streams and reduce technical debt. Investment in generative artificial intelligence (GenAI) is ramping up at an impressive rate, with spending projected to grow at an annual rate of 36% through 2030.

Artificial Intelligence 88

Artificial Intelligence Artificial Intelligence AWS AI 88

Flipboard

DECEMBER 2, 2024

It’s AWS re:Invent this week, Amazon’s annual cloud computing extravaganza in Las Vegas, and as is tradition, the company has so much to announce, it can’t fit everything into its five (!) Ahead of the show’s official opening, AWS on Monday detailed a number of updates to its overall data …

AWS 181

AWS Cloud Computing AI AI 181

Flipboard

JANUARY 6, 2025

Precise), an Amazon Web Services (AWS) Partner , participated in the AWS Think Big for Small Business Program (TBSB) to expand their AWS capabilities and to grow their business in the public sector. Precise Software Solutions, Inc. The platform helped the agency digitize and process forms, pictures, and other documents.

AWS 65

AWS ML ML Machine Learning 65

AWS Machine Learning Blog

NOVEMBER 25, 2024

The model is deployed in an AWS secure environment and under your virtual private cloud (VPC) controls, helping provide data security. Subscribe to the Medical LLM – Small model in AWS Marketplace This model requires an AWS Marketplace subscription. If you don’t have an active AWS Marketplace subscription, choose Subscribe.

AWS 115

AWS ML ML Machine Learning 115

AWS Machine Learning Blog

OCTOBER 22, 2024

Amazon SageMaker is a cloud-based machine learning (ML) platform within the AWS ecosystem that offers developers a seamless and convenient way to build, train, and deploy ML models. By using a combination of AWS services, you can implement this feature effectively, overcoming the current limitations within SageMaker.

AWS 117

AWS ML ML Machine Learning 117

Flipboard

SEPTEMBER 11, 2023

Last year, Nvidia made an unusual proposal to Amazon Web Services and other cloud providers that have long been the biggest buyers of Nvidia’s specialized artificial intelligence server chips. Nvidia wanted to lease Nvidia-powered servers in the cloud providers’ data centers so it could turn.

AWS 181

AWS Artificial Intelligence Artificial Intelligence Cloud Computing 181