The Barriers to Entry in Data Science

A, happy to have all you gas here. Marian or lea, if either if you have a question, let's go ahead and get started. Also, marin has a very cute, a cute dog there as well. Man, please come hang out. So far we got mariin and we got lea. Leag to see you. I'm excited to be here with you guys. i just want to go off on a little bit of ia rant and tirade just to get the conversation flowing.