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good morning everybody and once again welcome to the video my name is Samuel and in this video Ill essentially teach you how to mask a pi data into Apache hoodie data lake so you are ingesting a lot of data into S3 or data Lakes right now youre building transactional data like now it is equally important that you mark important Pia information you mask all of that social security password phone number first name email address these are very crucial because I just wanna because organization have to be compliant as well right if that information can be also used for malicious purposes so hence masking that information is also very equally important to be compliant with HIPAA and gdpr so lets learn how to mask Pi data in this video using glue so lets get started with the demo uh Im on my AWS Management console and here you will come to glue and then you can you will be given a Jupiter notebook in the description so the links will be there all you gotta do to perform this exercise is