Amazon Comprehend is a natural language processing (NLP) service that uses machine learning (ML) to discover insights from text. Amazon Comprehend provides customized features, custom entity recognition, custom classification, and pre-trained APIs such as key phrase extraction, sentiment analysis, entity recognition, and more so you can easily integrate NLP into your applications.
We recently added Amazon Comprehend related notebooks in Amazon SageMaker JumpStart notebooks that can help you quickly get started using the Amazon Comprehend custom classifier and custom entity recognizer. You can use custom classification to organize documents into categories (classes) that you define. Custom entity recognition extends the capability of the Amazon Comprehend pre-trained entity detection API by helping you identify entity types that are unique to your domain or business that aren’t in the preset generic entity types.
In this post, we show you how to use JumpStart to build Amazon Comprehend custom classification and custom entity

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