Flipboard

MAY 5, 2025

Home Table of Contents Build a Search Engine: Setting Up AWS OpenSearch Introduction What Is AWS OpenSearch? What AWS OpenSearch Is Commonly Used For Key Features of AWS OpenSearch How Does AWS OpenSearch Work? Why Use AWS OpenSearch for Semantic Search? Looking for the source code to this post?

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AWS Machine Learning Blog

OCTOBER 10, 2024

Amazon Lookout for Vision , the AWS service designed to create customized artificial intelligence and machine learning (AI/ML) computer vision models for automated quality inspection, will be discontinuing on October 31, 2025. For an out-of-the-box solution, the AWS Partner Network offers solutions from multiple partners.

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AWS Machine Learning Blog

AUGUST 29, 2024

The AWS DeepRacer League is the world’s first autonomous racing league, open to everyone and powered by machine learning (ML). AWS DeepRacer brings builders together from around the world, creating a community where you learn ML hands-on through friendly autonomous racing competitions.

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AWS Machine Learning Blog

OCTOBER 24, 2024

Amazon Rekognition people pathing is a machine learning (ML)–based capability of Amazon Rekognition Video that users can use to understand where, when, and how each person is moving in a video. Example code The following code example is a Python script that can be used as an AWS Lambda function or as part of your processing pipeline.

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AWS Python Algorithm ML 112

Flipboard

JUNE 4, 2025

In 2024, climate disasters caused more than $417B in damages globally, and theres no slowing down in 2025 with LA wildfires that destroyed more than $135B in the first month of the year alone. To offer a more concrete look at these trends, the following is a deep dive into how climate tech startups are building FMs on AWS.

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Flipboard

JANUARY 14, 2025

The research team at AWS has worked extensively on building and evaluating the multi-agent collaboration (MAC) framework so customers can orchestrate multiple AI agents on Amazon Bedrock Agents. Assertions : User is informed about the weather forecast for Las Vegas tomorrow, January 5, 2025. She obtained her Ph.D.

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AWS Machine Learning Blog

DECEMBER 12, 2023

Vodafone is transitioning from a telecommunications company (telco) to a technology company (TechCo) by 2025, with objectives of innovating faster, reducing costs, improving security, and simplifying operations. To learn more, check out Redefining Vodafone’s customer experience with AWS and the following talk at AWS re:Invent 2022.

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Flipboard

JUNE 3, 2025

The physical charging station network currently operates over 1,000 sites across more than 20 countries, with plans to expand by more than 50 additional sites by the end of 2025. In the following section, we dive deep into these steps and the AWS services used. About the Authors Ray Wang is a Senior Solutions Architect at AWS.

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AWS Machine Learning Blog

DECEMBER 5, 2024

We guide you through a step-by-step implementation on how you can use the ( AWS CLI ) or the AWS Management Console to find, review, and create optimal training plans for your specific compute and timeline needs. If you’re setting up the AWS CLI for the first time, follow the instructions at Getting started with the AWS CLI.

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Clustering AWS Python ML 106

AWS Machine Learning Blog

SEPTEMBER 17, 2024

AWS DeepComposer was first introduced during AWS re:Invent 2019 as a fun way for developers to compose music by using generative AI. AWS DeepComposer was the world’s first machine learning (ML)-enabled keyboard for developers to get hands-on—literally—with a musical keyboard and the latest ML techniques to compose their own music.

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AWS Machine Learning Blog

MAY 28, 2025

With this launch, developers and data scientists can now deploy Gemma 3, a 27-billion-parameter language model, along with its specialized instruction-following versions, to help accelerate building, experimentation, and scalable deployment of generative AI solutions on AWS.

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AWS Machine Learning Blog

APRIL 30, 2025

We recommend referring to the Submit a model distillation job in Amazon Bedrock in the official AWS documentation for the most up-to-date and comprehensive information. You can track these job status details in both the AWS Management Console and AWS SDK. Notably, the Llama 3.1

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AWS Machine Learning Blog

APRIL 14, 2025

AWS has introduced a multi-agent collaboration capability for Amazon Bedrock Agents , enabling developers to build, deploy, and manage multiple AI agents working together on complex tasks. I want to travel on 15-March-2025 for 5 days. Flight search needed for March 15, 2025. For this post, we use the us-west-2 AWS Region.

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AWS Machine Learning Blog

FEBRUARY 28, 2025

AWS DeepRacer League 2024 Championship finalists at re:Invent 2024 The AWS DeepRacer League is the worlds first global autonomous racing league powered by machine learning (ML). Look for the Solution to kickstart your companys ML transformation starting in Q2 of 2025. Join the DeepRacer community at deepracing.io.

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How to Learn Machine Learning

APRIL 16, 2025

In this article we will speak about Serverless Machine learning in AWS, so sit back, relax, and enjoy! Introduction to Serverless Machine Learning in AWS Serverless computing reshapes machine learning (ML) workflow deployment through its combination of scalability and low operational cost, and reduced total maintenance expenses.

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Flipboard

MAY 20, 2025

Prerequisites Before deploying this solution, make sure that you have the following in place: An AWS account. If you dont have an AWS account, sign up for one. Access as an AWS Identity and Access Management (IAM) administrator or an IAM user that has permissions for: Deploying AWS CloudFormation.

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Data Lakes AWS Analytics Analytics 132

AWS Machine Learning Blog

APRIL 4, 2025

When we launched LLM-as-a-judge (LLMaJ) and Retrieval Augmented Generation (RAG) evaluation capabilities in public preview at AWS re:Invent 2024 , customers used them to assess their foundation models (FMs) and generative AI applications, but asked for more flexibility beyond Amazon Bedrock models and knowledge bases. Fields marked with ?

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How to Learn Machine Learning

MAY 1, 2025

In this article we will have the top AWS AI Services explained easily for you, so sit back, relax, and enjoy. AWS users commonly struggle with the selection between using pre-built models and customized models on the platform. What Are AWS Pre-Built AI Services? What Are Custom AI Models on AWS?

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AWS Machine Learning Blog

MARCH 18, 2025

With this launch, you can now deploy NVIDIAs optimized reranking and embedding models to build, experiment, and responsibly scale your generative AI ideas on AWS. As part of NVIDIA AI Enterprise available in AWS Marketplace , NIM is a set of user-friendly microservices designed to streamline and accelerate the deployment of generative AI.

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AWS Machine Learning Blog

JULY 10, 2024

During the last 18 months, we’ve launched more than twice as many machine learning (ML) and generative AI features into general availability than the other major cloud providers combined. 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.

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Dataconomy

FEBRUARY 6, 2024

With the ability to analyze a vast amount of data in real-time, identify patterns, and detect anomalies, AI/ML-powered tools are enhancing the operational efficiency of businesses in the IT sector. Why does AI/ML deserve to be the future of the modern world? Let’s understand the crucial role of AI/ML in the tech industry.

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PyImageSearch

MAY 19, 2025

Text-to-Vector Conversion (Sentence Transformer Model) Inside OpenSearch, the neural search module passes the query text to a pre-trained Sentence Transformer model (from Hugging Face or another ML framework). run_opensearch.sh Running OpenSearch Locally A script to start OpenSearch using Docker for local testing before deploying to AWS.

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K-nearest Neighbors AWS Deep Learning Deep Learning 91

databricks

JUNE 11, 2025

Published: June 11, 2025 Announcements 5 min read by Ali Ghodsi , Stas Kelvich , Heikki Linnakangas , Nikita Shamgunov , Arsalan Tavakoli-Shiraji , Patrick Wendell , Reynold Xin and Matei Zaharia Share this post Keep up with us Subscribe Summary Operational databases were not designed for today’s AI-driven applications. All rights reserved.

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FEBRUARY 10, 2025

In this post, we dive into how organizations can use Amazon SageMaker AI , a fully managed service that allows you to build, train, and deploy ML models at scale, and can build AI agents using CrewAI, a popular agentic framework and open source models like DeepSeek-R1.

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AWS Machine Learning Blog

MARCH 20, 2025

It often requires managing multiple machine learning (ML) models, designing complex workflows, and integrating diverse data sources into production-ready formats. Cross-Region inference enables seamless management of unplanned traffic bursts by using compute across different AWS Regions. billion in 2025 to USD 66.68

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AWS Machine Learning Blog

OCTOBER 9, 2024

Amazon Lookout for Metrics is a fully managed service that uses machine learning (ML) to detect anomalies in virtually any time-series business or operational metrics—such as revenue performance, purchase transactions, and customer acquisition and retention rates—with no ML experience required. To learn more, see the documentation.

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AWS Machine Learning Blog

MARCH 29, 2023

In this post, we discuss how the IEO developed UNDP’s artificial intelligence and machine learning (ML) platform—named Artificial Intelligence for Development Analytics (AIDA)— in collaboration with AWS, UNDP’s Information and Technology Management Team (UNDP ITM), and the United Nations International Computing Centre (UNICC).

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Towards AI

JANUARY 6, 2025

TOP 20 AI CERTIFICATIONS TO ENROLL IN 2025 Ramp up your AI career with the most trusted AI certification programs and the latest artificial intelligence skills. Sam Altman, CEO, of OpenAI, predicts AGI could arrive by 2025. Generative AI with LLMs course by AWS AND DEEPLEARNING.AI

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AWS Machine Learning Blog

MARCH 26, 2025

Amazon SageMaker JumpStart is a machine learning (ML) hub that provides pre-trained models, solution templates, and algorithms to help developers quickly get started with machine learning. Today, we are announcing an enhanced private hub feature with several new capabilities that give organizations greater control over their ML assets.

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ML ML AWS Python 111

ODSC - Open Data Science

APRIL 23, 2025

At ODSC East 2025 , were proud to partner with leading AI and data companies offering these credits to help data professionals test, build, and scale their work. AI credits from Confluent can be used to implement real-time data pipelines, monitor data flows, and run stream-based ML applications. What Can You Do with AICredits?

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PyImageSearch

MAY 12, 2025

Home Table of Contents Build a Search Engine: Deploy Models and Index Data in AWS OpenSearch Introduction What Will We Do in This Blog? However, we will also provide AWS OpenSearch instructions so you can apply the same setup in the cloud. This is useful for running OpenSearch locally for testing before deploying it on AWS.

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databricks

JUNE 11, 2025

" — James Lin, Head of AI ML Innovation, Experian The Path Forward: From Lab to Production in Days, Not Months Early customers are already experiencing the transformation Agent Bricks delivers – accuracy improvements that double performance benchmarks and reduce development timelines from weeks to a single day. All rights reserved.

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AWS Machine Learning Blog

APRIL 15, 2025

Clario engaged with their AWS account team and AWS Generative AI Innovation Center to explore how generative AI could help streamline the process. The solution The AWS team worked closely with Clario to develop a prototype solution that uses AWS AI services to automate the BRS generation process.

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AWS Machine Learning Blog

NOVEMBER 26, 2024

Create a row for every 5 years starting from 1950 to 2025. We also ask it to extend the table until 2025, and because the data is only until 2021, the model will have to extrapolate the values. About the Authors Mithil Shah is a Principal AI/ML Solution Architect at Amazon Web Services. 90B Vision model.

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AWS Machine Learning Blog

OCTOBER 1, 2024

Amazon Monitron , the Amazon Web Services (AWS) machine learning (ML) service for industrial equipment condition monitoring, will no longer be available to new customers effective October 31, 2024. We will continue to sell devices until July 2025 and will honor the 5-year device warranty, including service support.

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AWS Machine Learning Blog

MAY 22, 2025

Configuring an Amazon Q Business application using AWS IAM Identity Center. Go to the AWS Management Console for Amazon Q Business and choose Enhancements then Integrations. Specialist Solutions Architect GenAI at AWS with 4.5 Access to the Microsoft Entra admin center. How to find your Microsoft Entra tenant ID.

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AWS Machine Learning Blog

APRIL 22, 2025

To address these challenges, Infosys partnered with Amazon Web Services (AWS) to develop the Infosys Event AI to unlock the insights generated during events. The services used in the solution are granted least-privilege permissions through AWS Identity and Access Management (IAM) policies for security purposes.

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