TY - BOOK AU - Buduma, Nithin AU - Buduma, Nikhil & Papa, Joe TI - Fundamentals of Deep Learning : Designing next Generation Machine Intelligence Algorithms SN - 9781492082187 U1 - 006.3 PY - 2022/// CY - Sabetopol PB - O'Reilly Media KW - Deep learning (Machine learning) Machine learning Artificial intelligence Neural networks (Computer science) Algorithms N1 - 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; Index Included ER -