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hello everyone welcome to aws tutorials in aws tutorials we provide workshops and exercises to learn about aws services these workshops and exercises are published to our website aws hyphen dojo.com today we are going to talk about how you can use custom text or document classification into amazon comprehend service and we will do a very interesting hands-on lab where you will build a machine learning model which can be used to predict whether a news title is real or so lets get started so to get to some to understand to get to know about amazon comprehend a bit it is a aiml service from aws which uses natural language processing nlp to classify any text or the document and the type of classification which you can do is you can identify the language of the text or the document you can identify the key phrases uh you can identify whether the document or text is is what is the sentiment of the that document or text like it is it is a net neutral or it is positive or negative and s