AWS Machine Learning Blog

NOVEMBER 7, 2024

While organizations continue to discover the powerful applications of generative AI , adoption is often slowed down by team silos and bespoke workflows. To move faster, enterprises need robust operating models and a holistic approach that simplifies the generative AI lifecycle. Generative AI gateway Shared components lie in this part.

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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. At the time, I knew little about AI or machine learning (ML). seconds, securing the 2018 AWS DeepRacer grand champion title!

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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. Now, employees at Principal can receive role-based answers in real time through a conversational chatbot interface.

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Analytics Vidhya

FEBRUARY 22, 2024

Introduction In the past, Generative AI has captured the market, and as a result, we now have various models with different applications. 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.

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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.

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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. Together, they aim to revolutionize […] The post Amazon Launches Generative AI-powered Assistant Amazon Q appeared first on Analytics Vidhya.

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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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Dataconomy

DECEMBER 17, 2024

Rohit Prasad, Senior Vice President of Amazon Artificial General Intelligence, highlighted Amazons unique perspective, saying: At Amazon, we use nearly 1,000 AI applications. Integrated safeguards include watermarking and content moderation to ensure responsible AI use. Dentsu Digital Inc.

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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.

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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. The following screenshot shows an example of an interaction with Field Advisor.

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AWS Machine Learning Blog

NOVEMBER 26, 2024

The use of large language models (LLMs) and generative AI has exploded over the last year. Using vLLM on AWS Trainium and Inferentia makes it possible to host LLMs for high performance inference and scalability. xlarge instances are only available in these AWS Regions. You will use inf2.xlarge xlarge as your instance type.

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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 …

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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.

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AWS Machine Learning Blog

DECEMBER 9, 2024

With access to a wide range of generative AI foundation models (FM) and the ability to build and train their own machine learning (ML) models in Amazon SageMaker , users want a seamless and secure way to experiment with and select the models that deliver the most value for their business.

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AWS Machine Learning Blog

NOVEMBER 22, 2024

Companies across all industries are harnessing the power of generative AI to address various use cases. Cloud providers have recognized the need to offer model inference through an API call, significantly streamlining the implementation of AI within applications.

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AWS Machine Learning Blog

DECEMBER 24, 2024

To reduce costs while continuing to use the power of AI , many companies have shifted to fine tuning LLMs on their domain-specific data using Parameter-Efficient Fine Tuning (PEFT). Manually managing such complexity can often be counter-productive and take away valuable resources from your businesses AI development.

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AWS Machine Learning Blog

JANUARY 31, 2025

By applying AI to these digitized WSIs, researchers are working to unlock new insights and enhance current annotations workflows. The recent addition of H-optimus-0 to Amazon SageMaker JumpStart marks a significant milestone in making advanced AI capabilities accessible to healthcare organizations.

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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. To get 2 million people worldwide with essential AI skills by 2025. Amazon’s entry into AI education responds to a critical demand for AI expertise globally.

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Flipboard

NOVEMBER 22, 2024

With Bedrock Flows, you can quickly build and execute complex generative AI workflows without writing code. Key benefits include: Simplified generative AI workflow development with an intuitive visual interface. Seamless integration of latest foundation models (FMs), Prompts, Agents, Knowledge Bases, Guardrails, and other AWS services.

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AWS Machine Learning Blog

OCTOBER 16, 2024

To address this, Intact turned to AI and speech-to-text technology to unlock insights from calls and improve customer service. The company developed an automated solution called Call Quality (CQ) using AI services from Amazon Web Services (AWS). It uses deep learning to convert audio to text quickly and accurately.

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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. Finally, ODAP was designed to incorporate cutting-edge analytics tools and future AI-powered insights. To power these advanced AI features, OMRON chose Amazon Bedrock.

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Flipboard

NOVEMBER 16, 2024

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

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Flipboard

NOVEMBER 19, 2024

Amazon Bedrock is a fully managed service that makes foundation models (FMs) from leading AI startups and Amazon Web Services available through an API, so you can choose from a wide range of FMs to find the model that is best suited for your use case.

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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.

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Flipboard

APRIL 21, 2025

Evaluation plays a central role in the generative AI application lifecycle, much like in traditional machine learning. In this post, to address the aforementioned challenges, we introduce an automated evaluation framework that is deployable on AWS. In the following sections, we discuss various approaches to evaluate LLMs.

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Flipboard

JULY 4, 2023

While there are some big names in the technology world that are worried about a potential existential threat posed by artificial intelligence (AI), Matt Wood, VP of product at AWS, is not one of them. Wood has long been a standard bearer for machine learning (ML) at AWS and is a fixture at the …

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KDnuggets

MAY 10, 2024

Master AI with these free courses from Harvard, Google, AWS, and more.

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Flipboard

APRIL 17, 2025

We are delighted to introduce the new AWS Well-Architected Generative AI Lens. Use the lens to make sure that your generative AI workloads are architected with operational excellence, security, reliability, performance efficiency, cost optimization, and sustainability in mind.

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AWS Machine Learning Blog

APRIL 3, 2025

Thats why we at Amazon Web Services (AWS) are working on AI Workforcea system that uses drones and AI to make these inspections safer, faster, and more accurate. This post is the first in a three-part series exploring AI Workforce, the AWS AI-powered drone inspection system.

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AWS Machine Learning Blog

OCTOBER 29, 2024

Recently, we’ve been witnessing the rapid development and evolution of generative AI applications, with observability and evaluation emerging as critical aspects for developers, data scientists, and stakeholders. In the context of Amazon Bedrock , observability and evaluation become even more crucial.

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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.

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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. The need for AI systems capable of processing various content forms has become increasingly apparent.

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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.

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AWS Machine Learning Blog

DECEMBER 2, 2024

At re:Invent 2024, we are excited to announce new capabilities to speed up your AI inference workloads with NVIDIA accelerated computing and software offerings on Amazon SageMaker. They represent our continued commitment to delivering scalable, cost-effective, and flexible GPU-accelerated AI inference capabilities to our customers.

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AWS Machine Learning Blog

MARCH 3, 2025

Recent advances in generative AI have led to the proliferation of new generation of conversational AI assistants powered by foundation models (FMs). Conversational AI assistants are typically deployed directly on users devices, such as smartphones, tablets, or desktop computers, enabling quick, local processing of voice or text input.

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Flipboard

NOVEMBER 19, 2024

Organizations of all sizes and types are using generative AI to create products and solutions. In this post, we show you how to manage user access to enterprise documents in generative AI-powered tools according to the access you assign to each persona. The following diagram depicts the solution architecture.

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Flipboard

APRIL 23, 2025

Retrieval Augmented Generation (RAG) applications have become increasingly popular due to their ability to enhance generative AI tasks with contextually relevant information. See the OWASP Top 10 for Large Language Model Applications to learn more about the unique security risks associated with generative AI applications.

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