Название: Fundamentals of Deep Learning, 2nd Edition Автор: Nithin Buduma, Nikhil Buduma, Joe Papa Издательство: O’Reilly Media Год: 2022 Формат: True PDF Страниц: 390 Размер: 16 Mb Язык: English
We're in the midst of an AI research explosion. Deep learning has unlocked superhuman perception that has powered our push toward self-driving vehicles, the ability to defeat human experts at a variety of difficult games including Go and Starcraft, and even generate essays with shockingly coherent prose. But deciphering these breakthroughs often takes a Ph.D. education in machine learning and mathematics. This updated second edition describes the intuition behind these innovations without the jargon and complexity. By the end of this book, Python-proficient programmers, software engineering professionals, and computer science majors will be able to re-implement these breakthroughs on their own and reason about them with a level of sophistication that rivals some of the best in the field. New chapters cover recent advancements in the fields of generative modeling and interpretability. Code examples throughout the book are updated to TensorFlow 2 and PyTorch 1.4.
Designing Autonomous AI (Third Early Release) Название: Designing Autonomous AI: A Guide for Machine Teaching (Third Early Release) Автор: Kence Anderson Издательство: O’Reilly Media, Inc. Год:...
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Fundamentals of Deep Learning, 2nd Edition 
