and then we can deploy so that that's our of our finished model and this is a video of the the same thing so I won't show that and the final kind of point here is how are we going to be able to how have we done this right what makes it possible and that's tensor flow tensor flow is Google's machine learning library hopefully some of you have heard of it it's too dark so I can't do a show of hands but it's been incredible to see the community adoption and the reception to the launch it was open sourced in November of 2015 and hit 1.0 this past