“Deep Learning for Coders with Fastai and PyTorch: AI Applications Without a PhD” will allow you to design and implement deep learning models with only good programming skill. Basic maths, no algorithms, no proofs. Howard’s paper on ULMFiT was state of the art 5 years ago, and it was originally just a part of this book. My claim is that this will be considered a classic in due time. It turns deep learning from an academic discipline into programming problems.