The Book of Why: The New Science of Cause and Effect (Penguin Science)

by Judea Pearl

The successes of deep learning have been truly remarkable and have caught many of us by surprise. Nevertheless, deep learning has succeeded primarily by showing that certain questions or tasks we thought were difficult are in fact not.