[PDF/Kindle] Math for Deep Learning: What You Need to Know to Understand Neural Networks by Untitled document
by Robert

 Math for Deep Learning: What You Need to Know to Understand Neural Networks by

Text format books download Math for Deep Learning: What You Need to Know to Understand Neural Networks by (English literature) 9781718501904 iBook CHM MOBI


Download Math for Deep Learning: What You Need to Know to Understand Neural Networks PDF

Download Math for Deep Learning: What You Need to Know to Understand Neural Networks




Text format books download Math for Deep Learning: What You Need to Know to Understand Neural Networks by (English literature) 9781718501904 iBook CHM MOBI

Overview

Math for Deep Learning provides the essential math you need to understand deep learning discussions, explore more complex implementations, and better use the deep learning toolkits. With Math for Deep Learning, you'll learn the essential mathematics used by and as a background for deep learning. You’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. In addition you’ll find coverage of gradient descent including variations commonly used by the deep learning community: SGD, Adam, RMSprop, and Adagrad/Adadelta.



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