To add to the great recommendations on this thread, I really like Moritz Hardt and Benjamin Recht's "Patterns, Predictions, and Actions". It's published by Prin

To add to the great recommendations on this thread, I really like Moritz Hardt and Benjamin Recht's "Patterns, Predictions, and Actions". It's published by Princeton University Press here: https://press.princeton.edu/books/hardcover/9780691233734/patterns-predictions-and-actions https://press.princeton.edu/books/hardcover/9780691233734/pa... But is also available online as a preprint here: https://mlstory.org/ https://mlstory.org/