{"product_id":"math-for-deep-learning-what-you-need-to-know-to-understand-neural-networks-paperback","title":"Math for Deep Learning: What You Need to Know to Understand Neural Networks - Paperback","description":"\u003cp\u003eby \u003cb\u003eRonald T. Kneusel\u003c\/b\u003e (Author)\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\u003ch3\u003eAuthor Biography\u003c\/h3\u003e\u003cp\u003e\u003cb\u003eRonald T. Kneusel \u003c\/b\u003eearned a PhD in machine learning from the University of Colorado, Boulder. He has over 20 years of machine learning industry experience. Kneusel is also the author of Numbers and Computers (2nd ed., Springer 2017), Random Numbers and Computers (Springer 2018), and Practical Deep Learning: A Python-Based Introduction (No Starch Press 2021).\u003c\/p\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 344\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.9 x 9.1 x 7 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eIllustrated:\u003c\/strong\u003e Yes\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e December 07, 2021\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":51767343677728,"sku":"9781718501904","price":49.99,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0974\/9764\/5344\/files\/d866c3af1e57489dc8c6eb57a8a7be29.webp?v=1780309474","url":"https:\/\/ebocreations.com\/products\/math-for-deep-learning-what-you-need-to-know-to-understand-neural-networks-paperback","provider":"The E-Book Oasis LLC","version":"1.0","type":"link"}