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good evening everyone and welcome to the video my name is sawmil shah in this uh tutorial ill be talking about finding pi data in your data lakes creating reports with aws macy athena and quickside so essentially we are going to leverage all these services on on aws to essentially detect the pi data in our data lake we want to know if there is any credit card information or name phone numbers stuff like that if you had to manually scan the data like its a tedious job right but there is a tool called aws macy that i would like to show you in this video all right enough of talking lets go back straight into action couple of definition and then there is a lab amazon may see is a fully managed data security and data privacy service that uses machine learning and pattern matching to discover and protect your sensitive data in aws looking at uh so what was the stuff with macy right well looking at each sensitive data finding may see generated and displaced in the console can be time consu