{"product_id":"math-for-deep-learning-what-you-need-to-know-to-understand-neural-networks-9781718501904","title":"Math for Deep Learning: What You Need to Know to Understand Neural Networks","description":"\u003cp\u003e • Author(s): Ronald T. Kneusel\u003cbr\u003e • Publisher: No Starch Press\u003cbr\u003e • Publisher Imprint: No Starch Press\u003cbr\u003e • BISAC: Data Science - Machine Learning\u003c\/p\u003e\u003cp\u003e\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 \u003c\/p\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","brand":"No Starch Press","offers":[{"title":"Paperback","offer_id":45085122494615,"sku":"9781718501904","price":3544.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781718501904.webp?v=1769201740","url":"https:\/\/atlanticbooks.com\/products\/math-for-deep-learning-what-you-need-to-know-to-understand-neural-networks-9781718501904","provider":"Atlantic Books","version":"1.0","type":"link"}