The limitations of deep learning

This post is adapted from Section 2 of Chapter 9 of my book, Deep Learning with Python (Manning Publications). It is part of a series of two posts on the current limitations of deep learning, and its future. This post is targeted at people who already have significant experience with deep learning (e.g. We assume a lot of pre-existing knowledge. The most surprising thing about deep learning is how simple it is.