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Fundamentals of Deep Learning 2nd Edition
by Nithin Buduma, Nikhil Buduma, Joe Papa

Publisher: ‎ O'Reilly Media
Publication date: ‎ June 21, 2022
ISBN: 9781492082170

We're in the midst of an AI research explosion. Deep learning has unlocked superhuman perception to power our push toward creating self-driving vehicles, defeating human experts at a variety of difficult games including Go, and even generating essays with shockingly coherent prose. But deciphering these breakthroughs often takes a PhD in machine learning and mathematics.

The updated second edition of this book describes the intuition behind these innovations without jargon or complexity. Python-proficient programmers, software engineering professionals, and computer science majors will be able to reimplement these breakthroughs on their own and reason about them with a level of sophistication that rivals some of the best developers in the field.