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Identify key insights from text documents through fine-tuning and HPO with Amazon SageMaker JumpStart

AWS Machine Learning

Organizations across industries such as retail, banking, finance, healthcare, manufacturing, and lending often have to deal with vast amounts of unstructured text documents coming from various sources, such as news, blogs, product reviews, customer support channels, and social media. Extract and analyze data from documents.

Scripts 71
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Build a secure enterprise application with Generative AI and RAG using Amazon SageMaker JumpStart

AWS Machine Learning

These SageMaker endpoints are consumed in the Amplify React application through Amazon API Gateway and AWS Lambda functions. To protect the application and APIs from inadvertent access, Amazon Cognito is integrated into Amplify React, API Gateway, and Lambda functions.

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How banks can streamline service with the latest round of PPP

Talkdesk

Forgive and forget: Forgiveness of loans up to $150,000 will require a one-page online or paper form with borrower certifications; loans of $150,000 to $2 million may have simplified documentation requirements as well, as noted previously.

Banking 126
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CBRE and AWS perform natural language queries of structured data using Amazon Bedrock

AWS Machine Learning

CBRE is the world’s largest commercial real estate services and investment firm, with 130,000 professionals serving clients in more than 100 countries. The opportunities to unlock value using AI in the commercial real estate lifecycle starts with data at scale.

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Announcing enhanced table extractions with Amazon Textract

AWS Machine Learning

Amazon Textract is a machine learning (ML) service that automatically extracts text, handwriting, and data from any document or image. Amazon Textract has a Tables feature within the AnalyzeDocument API that offers the ability to automatically extract tabular structures from any document.

APIs 69
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2022H2 Amazon Textract launch summary

AWS Machine Learning

Documents are a primary tool for record keeping, communication, collaboration, and transactions across many industries, including financial, medical, legal, and real estate. The millions of mortgage applications and hundreds of millions of W2 tax forms processed each year are just a few examples of such documents.

APIs 83
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Accelerate your identity verification projects using AWS Amplify and Amazon Rekognition sample implementations

AWS Machine Learning

In a previous post , we described a typical identity verification workflow and showed you how to build an identity verification solution using various Amazon Rekognition APIs. Applications invoke Amazon API Gateway to route requests to the correct AWS Lambda function depending on the user flow. Amazon S3 stores all the face images.

APIs 70