TY - BOOK AU - Buduma,Nithin TI - Fundamentals of deep learning: designing next-generation machine intelligence algorithms SN - 9789355420121 U1 - 006.31 23 PY - 2022/// CY - Mumbai PB - Shroff KW - Machine learning N2 - "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."-- ER -