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hello and welcome back another video where we will be discussing some best practice tips that I have for you guys today our best practice tips are not going to be so much analytical but theyre gonna be focused specifically on logging all right logging is not exactly this sexy thing that anyone when they hear about it probably youre like yeah thats what I want to do with my life you know you know a lot of people want to focus on machine learning a lot of people want to focus on analytics because thats honestly where all the cool stuff is lets be honest it is you know its where the right sexiest job of the 21st century is not being a data engineer or a logging type person thats interested in logging data its being a data scientist and this almost seems like has nothing to do with day designs but its a super important thing logging your procedures and ETLs is a key step in to making sure you have systems that are maintainable robust and are really easy to fix and improve Im gonn