I learned both from reading the book and the comments of this thread. Not much to add. In case someone's interested, here are some applications of Machine Learning to Economics: https://www.nber.org/chapters/c14009
Nice summary. Thanks for the link. I agree with you in how interesting it is to know about the concept of depth.