deep learning is evolving fast enough that even though you've learned a lot of foundations of deep learning and learned a lot of tips and tricks and probably know better than many practitioners how to actually get deep, deep learning algorithms to work already. Uh, when you're working on specific applications whether in computer vision or natural language processing or speech recognition or something else, um, for you to be able to efficiently figure out the academic literature on key parts of, uh, the, the deep learning world, will help you keep on developing and, you know,