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2024 AWS Machine Learning 
Analytics Vidhya
DECEMBER 4, 2024
The AWS re:Invent 2024 event was packed with exciting updates in cloud computing, AI, and machine learning. AWS showed just how committed they are to helping developers, businesses, and startups thrive with cutting-edge tools.
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DECEMBER 1, 2024
AWS re:Invent 2024, our flagship annual conference, is taking place Dec. 2-6, 2024, in Las Vegas. This premier cloud computing event brings together
177 This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.
NOVEMBER 25, 2024
Last week, I saw an astonishing 197 new service launches from AWS. This means we are getting closer to AWS re:Invent 2024! Our News Blog team is also …
175 
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.
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DECEMBER 8, 2024
Attending AWS re:Invent 2024 was like watching a forest grow and decay at 10,000-times time-lapse speed. With each major breakthrough release falling, Amazon Web Services Inc. might crush a wide swath
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AWS Machine Learning Blog
APRIL 11, 2024
AWS was delighted to present to and connect with over 18,000 in-person and 267,000 virtual attendees at NVIDIA GTC, a global artificial intelligence (AI) conference that took place March 2024 in San Jose, California, returning to a hybrid, in-person experience for the first time since 2019.
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DECEMBER 3, 2024
Cloud computing leader Amazon Web Services’s (AWS) annual re:Invent conference for 2024 is taking place this week in Las Vegas, Nevada, and it’s shaping up to be the biggest of the series since it launched 12 years ago. Generative AI, of course, and the increasing competition between tech …
172 DECEMBER 1, 2024
As AWS re:Invent 2024 approaches this coming week, anticipation is building for what promises to be a defining moment in the evolution of cloud computing.In an exclusive interview at Amazon Web S
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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 1, 2024
Over the last 18 months, AWS has announced more than twice as many machine learning (ML) and generative artificial intelligence (AI) features into general availability than the other major cloud providers combined. The following figure highlights where AWS lands in the DSML Magic Quadrant. All rights reserved.
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AWS Machine Learning Blog
NOVEMBER 19, 2024
The excitement is building for the fourteenth edition of AWS re:Invent, and as always, Las Vegas is set to host this spectacular event. Third, we’ll explore the robust infrastructure services from AWS powering AI innovation, featuring Amazon SageMaker , AWS Trainium , and AWS Inferentia under AI/ML, as well as Compute topics.
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DECEMBER 9, 2024
Its been full-throttle coverage for theCUBE Research team during our exclusive coverage of AWS re:Invent 2024, and analysts John Furrier (pictured,
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AWS Machine Learning Blog
DECEMBER 4, 2024
A recent study by Telecom Advisory Services , a globally recognized research and consulting firm that specializes in economic impact studies, shows that cloud-enabled AI will add more than $1 trillion to global GDP from 2024 to 2030. Let’s take a look at the initial group of apps launched at re:Invent 2024.
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AWS Machine Learning Blog
APRIL 2, 2024
In 2023, AWS announced an expanded collaboration with Hugging Face to accelerate our customers’ generative artificial intelligence (AI) journey. Over the past year, we have partnered to make it effortless to train, fine-tune, and deploy Hugging Face models using Amazon SageMaker , AWS Trainium , and AWS Inferentia.
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DECEMBER 3, 2024
Apple surprised everyone with its presence at AWS re:Invent 2024. During his keynote, AWS chief Matt Garman invited Benoit Dupin, Apple’s senior director of machine learning and AI, on stage to speak about how the company works with Amazon Web Services (AWS) and uses its servers to power its AI and machine learning features.
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AWS Machine Learning Blog
JULY 3, 2024
To solve this problem, this post shows you how to apply AWS services such as Amazon Bedrock , AWS Step Functions , and Amazon Simple Email Service (Amazon SES) to build a fully-automated multilingual calendar artificial intelligence (AI) assistant. It lets you orchestrate multiple steps in the pipeline.
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AWS Machine Learning Blog
NOVEMBER 22, 2023
Yes, the AWS re:Invent season is upon us and as always, the place to be is Las Vegas! Now all you need is some guidance on generative AI and machine learning (ML) sessions to attend at this twelfth edition of re:Invent. are the sessions dedicated to AWS DeepRacer ! And last but not least (and always fun!)
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AWS Machine Learning Blog
JULY 25, 2024
In the post, we introduce the AWS Neuron node problem detector and recovery DaemonSet for AWS Trainium and AWS Inferentia on Amazon Elastic Kubernetes Service (Amazon EKS). eks-5e0fdde Install the required AWS Identity and Access Management (IAM) role for the service account and the node problem detector plugin.
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AWS Machine Learning Blog
JULY 11, 2024
To enable secure and scalable model customization, Amazon Web Services (AWS) announced support for customizing models in Amazon Bedrock at AWS re:Invent 2023. To address this challenge, AWS announced native integration between Amazon Bedrock and AWS Step Functions. AWS Serverless Application Model (AWS SAM) installed.
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AWS Machine Learning Blog
NOVEMBER 15, 2024
In business for 145 years, Principal is helping approximately 64 million customers (as of Q2, 2024) plan, protect, invest, and retire, while working to support the communities where it does business and build a diverse, inclusive workforce. The following diagram illustrates the Principal generative AI chatbot architecture with AWS services.
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AWS Machine Learning Blog
NOVEMBER 29, 2023
Since launching in June 2023, the AWS Generative AI Innovation Center team of strategists, data scientists, machine learning (ML) engineers, and solutions architects have worked with hundreds of customers worldwide, and helped them ideate, prioritize, and build bespoke solutions that harness the power of generative AI.
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DECEMBER 20, 2024
As part of my re:Invent 2024 Innovation Talk, I shared three data patterns that many of our largest AWS customers have adopted. This article focuses
111 
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.
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AWS Machine Learning Blog
JULY 30, 2024
Amazon Q Business uses AWS IAM Identity Center to record the workforce users you assign access to and their attributes, such as group associations. IAM Identity Center is used by many AWS managed applications such as Amazon Q. Why use trusted identity propagation? Promotes software design principles rooted in user privacy.
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AWS Machine Learning Blog
AUGUST 26, 2024
At AWS, we are transforming our seller and customer journeys by using generative artificial intelligence (AI) across the sales lifecycle. It will be able to answer questions, generate content, and facilitate bidirectional interactions, all while continuously using internal AWS and external data to deliver timely, personalized insights.
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Dataconomy
MARCH 19, 2024
Get ready to dive into the latest advancements in artificial intelligence as we unpack everything unveiled at GTC 2024, the premier AI conference for developers, business leaders, and AI researchers. Integration of the new NVIDIA Blackwell GPU platform into AWS infrastructure is announced, enhancing generative AI capabilities.
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Dataconomy
JULY 11, 2024
In 2024, several technologies are set to revolutionize the way we develop mobile apps, enhancing performance, security, and user experience. AI and machine learning integration AI in mobile apps Artificial Intelligence (AI) is transforming mobile apps by enabling personalization, predictive analytics, and enhanced user experiences.
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Towards AI
JULY 2, 2024
Last Updated on July 3, 2024 by Editorial Team Author(s): Eera Bhatt Originally published on Towards AI. But machine learning tools can help inform their decisions by identifying patterns in the players’ movements quickly that might be hard for a human to identify alone. Digital Athlete by NFL and AWS.
AWS Machine Learning Blog
APRIL 30, 2024
As of April 30, 2024 Amazon Q Business is generally available. This outcome is achieved with a combination of AWS IAM Identity Center and Amazon Q Business. Many AWS enterprise customers use Organizations, and have IAM Identity Center organization instances associated with them.
135 
AWS Machine Learning Blog
OCTOBER 31, 2024
By integrating human annotators with machine learning, SageMaker Ground Truth significantly reduces the cost and time required for data labeling. Create the labeling job using the CreateLabelingJob API You can also create the custom labeling job programmatically by using the AWS SDK to invoke the CreateLabelingJob API.
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AWS Machine Learning Blog
NOVEMBER 25, 2024
You can try out the models with SageMaker JumpStart, a machine learning (ML) hub that provides access to algorithms, models, and ML solutions so you can quickly get started with ML. The model is deployed in an AWS secure environment and under your virtual private cloud (VPC) controls, helping provide data security.
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AWS Machine Learning Blog
DECEMBER 1, 2024
As developers gear up for re:Invent 2024, they again face the unique challenges of physical racing. In this blog post, I will look at what makes physical AWS DeepRacer racing—a real car on a real track—different to racing in the virtual world—a model in a simulated 3D environment. The AWS DeepRacer League is wrapping up.
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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. More details can be found in the following resources at AWS Partner Network. Product Manager for Monitron, at AWS.
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AWS Machine Learning Blog
OCTOBER 21, 2024
However, customers who want to deploy LLMs in their own self-managed workflows for greater control and flexibility of underlying resources can use these LLMs optimized on top of AWS Inferentia2-powered Amazon Elastic Compute Cloud (Amazon EC2) Inf2 instances. Mistral AI 7.3 Mistral AI 7.3
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AWS Machine Learning Blog
MAY 7, 2024
Based on a survey conducted by American Express in 2023, 41% of business meetings are expected to take place in hybrid or virtual format by 2024. Hugging Face is an open-source machine learning (ML) platform that provides tools and resources for the development of AI projects. AWS CDK version 2.0
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Towards AI
OCTOBER 4, 2024
Last Updated on October 5, 2024 by Editorial Team Author(s): Julius Nyerere Nyambok Originally published on Towards AI. this article, we will deploy resources on AWS through Terraform and create a CI/CD pipeline on Gitlab to automate the deployment process. AWS CLI — A command line interface to authenticate our AWS credentials.
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AWS Machine Learning Blog
NOVEMBER 27, 2023
Amazon Elastic Compute Cloud (Amazon EC2) accelerated computing portfolio offers the broadest choice of accelerators to power your artificial intelligence (AI), machine learning (ML), graphics, and high performance computing (HPC) workloads. times larger and 1.4 times faster than H100 GPUs.
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Dataconomy
JANUARY 24, 2024
The government has outlined a robust plan for 2024, focusing on the development of AI projects that will facilitate significant strides in sectors such as healthcare, education, finance, agriculture, and transportation. Their AI services encompass machine learning, predictive analytics, chatbots, and cognitive computing.
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Towards AI
APRIL 3, 2024
Last Updated on April 3, 2024 by Editorial Team Author(s): Harish Siva Subramanian Originally published on Towards AI. Photo by Caspar Camille Rubin on Unsplash AWS Athena is a serverless interactive query system. Go to the AWS Glue Console. Athena Setup Go to the AWS management console and open Athena. That is it!!
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AWS Machine Learning Blog
JULY 15, 2024
Years ago, Mixbook undertook a strategic initiative to transition their operational workloads to Amazon Web Services (AWS) , a move that has continually yielded significant advantages. The data intake process involves three macro components: Amazon Aurora MySQL-Compatible Edition , Amazon S3, and AWS Fargate for Amazon ECS.
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AWS Machine Learning Blog
JULY 25, 2024
In the _generate_test_status step, the evaluator generates the test status with reasoning based on the responses from the target. { "timestamp": "2024-04-17 12:52:12.976985+00:00", "step_name": "_generate_test_status", "system_prompt": "You are a quality assurance engineer evaluating a conversation between an USER and an AGENT.
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AWS Machine Learning Blog
SEPTEMBER 17, 2024
Amazon Lookout for Equipment , the AWS machine learning (ML) service designed for industrial equipment predictive maintenance, will no longer be open to new customers effective October 17, 2024. For an out-of-the-box solution, the AWS Partner Network offers solutions from multiple partners.
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AWS Machine Learning Blog
FEBRUARY 28, 2024
To learn more about text-to-SQL best practices and design patterns, see Generating value from enterprise data: Best practices for Text2SQL and generative AI. Our solution aims to address those challenges using Amazon Bedrock and AWS Analytics Services. Install the AWS Command Line Interface (AWS CLI). format('parquet').option('path',
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