{"product_id":"deep-learning-architectures-ovidiu-calin-9783030367237","title":"Deep Learning Architectures: A Mathematical Approach","description":"\u003cp\u003eThis book describes how neural networks operate from the mathematical point of view. As a result, neural networks can be interpreted both as function universal approximators and information processors. The book bridges the gap between ideas and concepts of neural networks, which are used nowadays at an intuitive level, and the precise modern mathematical language, presenting the best practices of the former and enjoying the robustness and elegance of the latter.\u003c\/p\u003e\u003cp\u003eThis book can be used in a graduate course in deep learning, with the first few parts being accessible to senior undergraduates. In addition, the book will be of wide interest to machine learning researchers who are interested in a theoretical understanding of the subject.\u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Ovidiu Calin\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 3030367231\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9783030367237\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 02\/14\/2021\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 760\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 2.40lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 1.57d","brand":"Ovidiu Calin","offers":[{"title":"Paperback","offer_id":43982577926399,"sku":"9783030367237","price":69.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_cc14143d-d594-4dad-b958-185ade52c3ae.jpg?v=1683261948","url":"https:\/\/www.whiterainbookhouse.com\/products\/deep-learning-architectures-ovidiu-calin-9783030367237","provider":"WR Book House","version":"1.0","type":"link"}