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Snowflake: Disrupting Siloed Data With Data Analytics And Machine Learning

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Snowflake (NYSE:SNOW) originally built their cloud-based warehouse on AWS in 2014, then started to build their platform and applications to operate …

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Federated Learning on AWS with FedML: Health analytics without sharing sensitive data – Part 2

AWS Machine Learning Blog

To mitigate these challenges, we propose a federated learning (FL) framework, based on open-source FedML on AWS, which enables analyzing sensitive HCLS data. In this two-part series, we demonstrate how you can deploy a cloud-based FL framework on AWS. In the first post , we described FL concepts and the FedML framework.

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Implement smart document search index with Amazon Textract and Amazon OpenSearch

AWS Machine Learning Blog

We’ll cover how technologies such as Amazon Textract, AWS Lambda , Amazon Simple Storage Service (Amazon S3), and Amazon OpenSearch Service can be integrated into a workflow that seamlessly processes documents. The main concepts used are the AWS Cloud Development Kit (CDK) constructs, the actual CDK stacks and AWS Step Functions.

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Optimize data preparation with new features in AWS SageMaker Data Wrangler

AWS Machine Learning Blog

million reviews spanning May 1996 to July 2014. About the authors Munish Dabra is a Principal Solutions Architect at Amazon Web Services (AWS). He enjoys helping customers innovate and transform their business in AWS. The Amazon customer reviews dataset contains product reviews and metadata from Amazon, including 142.8

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Philips accelerates development of AI-enabled healthcare solutions with an MLOps platform built on Amazon SageMaker

AWS Machine Learning Blog

This is a joint blog with AWS and Philips. Since 2014, the company has been offering customers its Philips HealthSuite Platform, which orchestrates dozens of AWS services that healthcare and life sciences companies use to improve patient care.

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2022H2 Amazon Textract launch summary

AWS Machine Learning Blog

Integration with AWS Service Quotas. You can now proactively manage all your Amazon Textract service quotas via the AWS Service Quotas console. Amazon Textract now has higher default service quotas for several asynchronous and synchronous API operations in multiple major AWS Regions. About the Author.

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Keeping an eye on your cattle using AI technology

AWS Machine Learning Blog

At Amazon Web Services (AWS) , not only are we passionate about providing customers with a variety of comprehensive technical solutions, but we’re also keen on deeply understanding our customers’ business processes. This method is called working backwards at AWS. Project background Milk is a nutritious beverage.

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