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our second speaker of um todayamp;#39;s summit is oliver authentic he is a manager and statistics consultant for statcon gmbh which is a german company specializing in statistical training consulting and software sales since 1989 oliver has a master of science and statistics with a minor in mechanical engineering from tu dortmund his current focus is on doe and industrial statistics so with that i am passing it over to oliver thank you yeah thanks shari for the uh kind introduction and also thank you hank for the interesting talk um iamp;#39;m really looking forward to get to know the the python feature play around with it and hopefully use it in some projects later on and of course hello and and welcome to everybody else and um yeah i hope you will enjoy this talk that i prepared um whatamp;#39;s the topic of today the topic of my talk is adjusting a doe to unpredictable circumstances so the doe approach is a very powerful tool but in reality oftentimes things donamp;#39;t go so s