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

Download free epub books for ipad Math for Deep Learning: What You Need to Know to Understand Neural Networks in English 9781718501904 by PDF FB2 ePub

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

Math for Deep Learning: What You Need to Know to Understand Neural Networks
Page: 344
Format: pdf, ePub, mobi, fb2
ISBN: 9781718501904
Publisher: No Starch Press

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

Download free epub books for ipad Math for Deep Learning: What You Need to Know to Understand Neural Networks in English 9781718501904 by PDF FB2 ePub

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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