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perfect i hope my screen is visible okay perfect thank you okay so um of course from today onward we would be leaving that uh ppt and uh we would be working on to the completion of the very last topic on the cds queue which is a vdm the virtual data model and then we would be jumping onto the list report that is something which is on our agenda for todayamp;#39;s session okay before that letamp;#39;s just quickly walk through the development that we had done in the earlier session because this is something that we are going to use in the list reports development that we are starting from starting from today okay so what we learn in the earlier session is there are multiple ways of joining multiple um data sources okay letamp;#39;s say in this case itamp;#39;s the kqe kpo so we use joins this is the one way of joining the data another way of joining the data coming from multiple data sources would be the association okay so association if you see over here is termed as a laz