I started watching the Deep Learning lecture series for insights on how to get PyTorch up and running and the ins and outs of Neural Nets. In the process, I have learned so much more than that. Sylvian Gugger and Jeremy Howard constantly make a tangible effort to teach machine learning in a way that will produce great products. In the second lesson, they show a simple way to get a GUI up and running for prototyping an image classifier application. Obviously not every data scientist needs to be a web developer but having the power to make something that works from start to finish is such an important, practical skill that…