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

Ron Kneusel

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Language: English

Published by No Starch Press,US, 2021

1718501900 / 9781718501904

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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.

Seller Inventory # CIN1718501900G

Title
Math for Deep Learning: What You Need to Know to Understand Neural Networks
Author
Ron Kneusel
Publisher
No Starch Press,US
Publication year
2021
Condition
Good
Binding
Paperback
Language
English
ISBN 10
1718501900
ISBN 13
9781718501904

World of Books Inc

Montgomery, IL, U.S.A.

4-star seller

AbeBooks seller since March 23, 2026

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Founded in 2002, World of Books is a leading online destination for buying and selling both preloved and new books, committed to making sustainable reading accessible to all. With a mission to help people read more and waste less, World of Books offers a huge range of affordable, high-quality books — giving both new and preloved titles a second life. The company also operates World of Books – Sell Your Books, an easy-to-use platform that allows customers to trade in unwanted books for cash, helping to keep books in circulation while promoting sustainability. As a Certified B Corp, World of Books is driven by a vision to become the world’s largest and most sustainable dedicated online bookstore. The company measures its success through the positive environmental impact it creates, the value it provides to customers, and its ability to operate profitably while supporting its sustainable mission …

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