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Amazon Comprehend Targeted Sentiment adds synchronous support

AWS Machine Learning

Today, we’re excited to announce the new synchronous API for targeted sentiment in Amazon Comprehend, which provides a granular understanding of the sentiments associated with specific entities in input documents. The Targeted Sentiment API provides the sentiment towards each entity.

APIs 66
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Build custom code libraries for your Amazon SageMaker Data Wrangler Flows using AWS Code Commit

AWS Machine Learning

For this post, we use the bank-full.csv data from the University of California Irving Machine Learning Repository to demonstrate these functionalities. The data is related to the direct marketing campaigns of a banking institution. Then, extract the contents of bank.zip and upload bank-full.csv to Amazon S3. Choose Preview.

Scripts 62
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Enhancing AWS intelligent document processing with generative AI

AWS Machine Learning

In addition to existing capabilities, businesses need to summarize specific categories of information, including debit and credit data from documents such as financial reports and bank statements. FMs make it easier to generate such insights from the extracted data. Highly unstructured documents are common in big enterprises. Fast food diet.

APIs 75
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Overcoming the Great Resignation with Lessons Learned from CX Best Practices

CSM Magazine

Take the time to execute an employee journey mapping exercise that can help you uncover the personas found throughout your organization. Bank, Wells Fargo, United Health Group, numerous credit unions and manufacturers.

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How to Think Like a Service Brand and Take the Lead

CSM Magazine

The statement describes an outcome, and the company’s newest services—like banking accounts designed for people who live, work and travel all around the world—tightly align to that outcome. Peloton was never just a stationary exercise bike. Peloton is a premium brand which straddles both products and services.

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Illustrative notebooks in Amazon SageMaker JumpStart

AWS Machine Learning

They show the usage of various SageMaker and JumpStart APIs. This notebook demonstrates how to deploy AlexaTM 20B through the JumpStart API and run inference. Nowadays, several ML methods have strong social implications, for example they are used to predict bank loans, insurance rates, or advertising.

APIs 86
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FMOps/LLMOps: Operationalize generative AI and differences with MLOps

AWS Machine Learning

In this scenario, the generative AI application, designed by the consumer, must interact with the fine-tuner backend via APIs to deliver this functionality to the end-users. If an organization has no AI/ML experts in their team, then an API service might be better suited for them. 15K available FM reference Step 1.