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okay so thank you once again for joining um let me share my screen so let me first say a little bit about what were going to do in this course well obviously its about data validation so what were going to do front to back is find out all kinds of ways in which we can check our data [Music] you can find all materials in the on the github page so please you can either clone this page so you have everything there or you can download it using the download button on the github page and you get a zip file that you need to unzip the directory you will get after cloning or downloading will be the folder that you will use as an rstudio project if you work with rstudio and then from there you can access all the scripts the pdfs and everything you need some some example data as well um i also invite you at least people who are attending life not people who are watching this afterwards to uh please join the the tut validate uh channel on slack and because later and quite soon already we are go