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and there we go gene its all yours thank you so much uh george for this wonderful introduction um thank you to all attendees um george just to confirm can you let me know if youre able to see my screen yes indeed perfect um welcome everyone to tried microsoft data platform user group as you guys know my presentation is related on cleaning and transforming data with sql before i started let me introduce myself um my name is jean joseph im a data engineer michaels of mvp data community builder for those who dont know me im the founder and the main organizer of data driven community under data driven community we have cloud data driven which is focused on data management and uh analysis and also we have our feature data um driven which is focused on the growth of ai we also have it management and leadership this is a group we created to support those who have a strong experience when it comes to building and developing processing like hands-on and does not have any soft skills we c