We Don't Understand Deep Learning: Prof. Simon Prince (YouTube) [video]

Then why is the book called "Understanding Deep Learning"? So is he understanding it or not?

lol -fair enough.

Another very interesting interview, also the book looks interesting.

Is it a good book?

I think so. You can take a look at it yourself: https://udlbook.github.io/udlbook/