{"product_id":"math-for-deep-learning-ronald-t-kneusel-9781718501904","title":"Math for Deep Learning: What You Need to Know to Understand Neural Networks","description":"\u003cb\u003e\u003ci\u003eMath for Deep Learning\u003c\/i\u003e provides the essential math you need to understand deep learning discussions, explore more complex implementations, and better use the deep learning toolkits.\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003eWith \u003ci\u003eMath for Deep Learning\u003c\/i\u003e, you'll learn the essential mathematics used by and as a background for deep learning. \u003cp\u003e\u003c\/p\u003eYou'll work through Python examples to learn key deep learning related topics in probability, statistics, linear algebra, differential calculus, and matrix calculus as well as how to implement data flow in a neural network, backpropagation, and gradient descent. You'll also use Python to work through the mathematics that underlies those algorithms and even build a fully-functional neural network. \u003cp\u003e\u003c\/p\u003eIn addition you'll find coverage of gradient descent including variations commonly used by the deep learning community: SGD, Adam, RMSprop, and Adagrad\/Adadelta. \u003cp\u003e\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Ronald T. Kneusel\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1718501900\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781718501904\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e No Starch Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 12\/07\/2021\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 344\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.40lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.10h x 7.00w x 0.90d","brand":"Ronald T. Kneusel","offers":[{"title":"Paperback","offer_id":44050759647487,"sku":"9781718501904","price":49.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_f5a4e1bd-ec46-4a30-bc86-b12d7e08f92f.jpg?v=1685009079","url":"https:\/\/www.whiterainbookhouse.com\/products\/math-for-deep-learning-ronald-t-kneusel-9781718501904","provider":"WR Book House","version":"1.0","type":"link"}