This could be the ultimate book for data scientists (that I've read), since it is about analyzing information to form predictions of the future, and while doing so, avoiding common or uncommon pitfalls that would negative impact the results.
It took me many weeks to finish reading this book in depth. I tried to take notes when moving on. Part I is