<transcript><audio_16>like right on the job i learned about the the data itself like how it's being collected and then all the rules governing the data like you know um for example why this data is being collected at a certain frequency</transcript><transcript><audio_17>and why these data are being quoted in a certain way so a lot of this is like um really dependent on the business context and i guess this is something that you know in schools um we might not be able to work with such data because you know um they are</transcript><transcript><audio_18>not very business centric in a way like um that's why for academic projects sometimes yeah the data can be much cleaner than the real world data that we actually work with eventually so um over the seven years of working with um</transcript> like right on the job i learned about the the data itself like how it's being collected and then all the rules governing the data like you know um for example why this data is being collected at a certain frequency and why these data are being quoted in a certain way so a lot of this is like um really dependent on the business context and i guess this is something that you know in schools um we might not be able to work with such data because you know um they are not very business centric in a way like um that's why for academic projects sometimes yeah the data can be much cleaner than the real world data that we actually work with eventually so um over the seven years of working with um
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