{"product_id":"fundamentals-of-deep-learning-by-nithin-buduma","title":"Fundamentals of Deep Learning\nby Nithin Buduma","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\n\n\u003cp\u003eThe 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\n\n\u003cp\u003eLearn the mathematics behind machine learning jargon\u003cbr\u003e\nExamine the foundations of machine learning and neural networks\u003cbr\u003e\nManage problems that arise as you begin to make networks deeper\u003cbr\u003e\nBuild neural networks that analyze complex images\u003cbr\u003e\nPerform effective dimensionality reduction using autoencoders\u003cbr\u003e\nDive deep into sequence analysis to examine language\u003cbr\u003e\nExplore methods in interpreting complex machine learning models\u003cbr\u003e\nGain theoretical and practical knowledge on generative modeling\u003cbr\u003e\nUnderstand the fundamentals of reinforcement learning\u003c\/p\u003e","brand":"Books Feri","offers":[{"title":"Premium Paperback","offer_id":45614017773759,"sku":null,"price":305.0,"currency_code":"BDT","in_stock":true},{"title":"Premium Hardcover","offer_id":45614078623935,"sku":null,"price":405.0,"currency_code":"BDT","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0692\/8148\/0895\/files\/51Ua_PwfBEL.jpg?v=1777959722","url":"https:\/\/booksferi.store\/products\/fundamentals-of-deep-learning-by-nithin-buduma","provider":"Books Feri","version":"1.0","type":"link"}