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[Music] thanks for having us today in this webinar my name is bismi ranushi im a researcher at microsoft research and im here today together with mar nursa meki who is a program manager at azure machine learning and together were going to give you an introduction and a hands-on sort of demo on tutorial on our latest release which is the responsible ai dashboard and this is a tool for accelerating and operationalizing responsible ai and youll see that it brings together several other efforts that we have presented in the past at odsc but now uh we are going to show you how you can use through a single pane of class all these tools together and be able to run end-to-end machine learning debugging and decision making so um our agenda for today is going to be the following were going to go very quickly through the responsible ai principles um at microsoft and more broadly the tools that we have introduced in the past and then we will introduce the ai dashboard um the main concepts ar