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hi everyone today we will see one more Amazon or AWS natural language processing service so were going to look at you know Amazon extract in the previous video we look at you know Amazon comprehend and we did some Hands-On with the 423 library and you know uh we uh did perform some kind of a natural language processing task like detecting sentiment from the text or finding the dominant language of the document or entities you know extracting entities and even extracting key phrases so why we are studying this or why we are you know um even doing Hands-On with these kinds of services because most of the time when you are working on a business problem you dont have a time to maybe you know uh fine-tune or build your own machine learning uh models rather you want to leverage the existing you know powerful machine learning model which is available as a service and that is the reason you know why we are you know doing this thing or maybe sometimes you are as a developer and you dont need