Last week I received in my mailbox a copy of the Princeton University Press book "Machine Learning for Physics and Astronomy" by Viviana Acquaviva. They sent me a copy because I had reviewed its contents for Princeton Press.I am happy with the book. When I accepted to review it, I was a bit hesitant because I am not a computer scientist.