{"product_id":"fundamentals-of-deep-learning-designing-next-generation-machine-intelligence-algorithms","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 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. \u003c\/p\u003e\u003cp\u003e 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. \u003c\/p\u003e\u003cul\u003e \u003cli\u003eLearn the mathematics behind machine learning jargon \u003c\/li\u003e\n\u003cli\u003eExamine the foundations of machine learning and neural networks \u003c\/li\u003e\n\u003cli\u003eManage problems that arise as you begin to make networks deeper \u003c\/li\u003e\n\u003cli\u003eBuild neural networks that analyze complex images \u003c\/li\u003e\n\u003cli\u003ePerform effective dimensionality reduction using autoencoders \u003c\/li\u003e\n\u003cli\u003eDive deep into sequence analysis to examine language \u003c\/li\u003e\n\u003cli\u003eExplore methods in interpreting complex machine learning models \u003c\/li\u003e\n\u003cli\u003eGain theoretical and practical knowledge on generative modeling \u003c\/li\u003e\n\u003cli\u003eUnderstand the fundamentals of reinforcement learning \u003c\/li\u003e\n\u003c\/ul\u003e\r","brand":"Nithin Buduma, Nikhil Buduma, Joe Papa","offers":[{"title":"Paperback","offer_id":44451488039148,"sku":"9781492082187","price":79.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0684\/1791\/3068\/files\/9781492082187.jpg?v=1709488916","url":"https:\/\/allstora.com\/products\/fundamentals-of-deep-learning-designing-next-generation-machine-intelligence-algorithms","provider":"Allstora","version":"1.0","type":"link"}