{"product_id":"fundamentals-of-deep-learning-designing-next-generation-machine-intelligence-algorithms-9781492082187","title":"Fundamentals of Deep Learning: Designing Next-Generation Machine Intelligence Algorithms","description":"\u003cp\u003eWe'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.\u003c\/p\u003e\u003cp\u003eThis 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.\u003c\/p\u003e\u003cp\u003eNew 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.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e O'Reilly Media\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 07\/05\/2022\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781492082187\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 385","brand":"Nithin Buduma, Nikhil Buduma, Joe Papa","offers":[{"title":"Default Title","offer_id":42114592211125,"sku":"9781492082187","price":67.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0473\/0804\/6492\/products\/img_813bbee2-3076-410d-be27-018907a22451.jpg?v=1652152367","url":"https:\/\/pastforward.org\/products\/fundamentals-of-deep-learning-designing-next-generation-machine-intelligence-algorithms-9781492082187","provider":"Past Forward","version":"1.0","type":"link"}