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good evening all and welcome to the video my name is sao milcha i work as a software engineer at job target this video i want to share essentially how uh you know we remove duplicates record from 69 million data points uh of course im not gonna show the entire one but im im gonna replicate the scenario for you i have a test sample csv im gonna show you the tools that i used on cloud in order to do this action so well be using glue athena and then well be using aws data brew was to essentially perform this but uh yeah with this we essentially removed all the duplicates right so let me show you uh the problem is see when you have all these massive data uh which is in order of millions right uh though the recently when i was doing it we had 69 million records and removing duplicates from it good luck with pandas if you had to do that so you want to use two tools on cloud and you want to um do as much uh you want to do less coding and more use the cloud frameworks right so let me sh