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Amazon Web Services (AWS) Benefits of Cloud-Based Enterprises

Smart Data Collective

Gartner conducted a survey of nearly 270 tech company leaders, which showed that cloud technology was the biggest investment for innovation in 2021. One of the best known options is Amazon Web Services (AWS). What is Amazon Web Services (AWS)? AWS is a collection of remote computing services (or web services). AWS Lambda.

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Advance environmental sustainability in clinical trials using AWS

AWS Machine Learning Blog

AWS can play a key role in enabling fast implementation of these decentralized clinical trials. By exploring these AWS powered alternatives, we aim to demonstrate how organizations can drive progress towards more environmentally friendly clinical research practices.

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Unlocking Innovation: AWS and Anthropic push the boundaries of generative AI together

AWS Machine Learning Blog

Looking back to 2021, when Anthropic first started building on AWS, no one could have envisioned how transformative the Claude family of models would be. In addition, proprietary data is never exposed to the public internet, never leaves the AWS network, is securely transferred through VPC, and is encrypted in transit and at rest.

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T-Mobile faces another data breach lawsuit as ‘Awful security’ allegations resurface

Dataconomy

T-Mobile is facing a second lawsuit over a 2021 data breach that affected 80 million users. T-Mobile faces second lawsuit over 2021 data breach Ferguson stated that T-Mobile had years to “fix key vulnerabilities” and accused the company of not taking adequate action to secure its systems.

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Enhance customer support with Amazon Bedrock Agents by integrating enterprise data APIs

AWS Machine Learning Blog

They can ask questions like “What wiper blades fit a 2021 Honda CR-V?” The Lambda function runs the database query against the appropriate OpenSearch Service indexes, searching for exact matches or using fuzzy matching for partial information. User interaction flow The following diagram illustrates the user interaction flow.

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Use DeepSeek with Amazon OpenSearch Service vector database and Amazon SageMaker

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This post shows you how to set up RAG using DeepSeek-R1 on Amazon SageMaker with an OpenSearch Service vector database as the knowledge base. You will execute scripts to create an AWS Identity and Access Management (IAM) role for invoking SageMaker, and a role for your user to create a connector to SageMaker.

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Using task-specific models from AI21 Labs on AWS

AWS Machine Learning Blog

In this blog post, we will show you how to leverage AI21 Labs’ Task-Specific Models (TSMs) on AWS to enhance your business operations. You will learn the steps to subscribe to AI21 Labs in the AWS Marketplace, set up a domain in Amazon SageMaker, and utilize AI21 TSMs via SageMaker JumpStart. Limits are account and resource specific.

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