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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
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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.
Math for Deep Learning: What You Need to Know to
Math for Deep Learning: What You Need to Know to Understand Neural Networks (Paperback) · Description · About the Author · Praise For…
Start Here with Machine Learning
Need Help Getting Started with Applied Machine Learning? of mathematics required for achieving a deeper understanding of machine learning algorithms.
Math for Deep Learning by Ronald T. Kneusel: 9781718501904
Math for Deep Learning provides the essential math you need to understand deep learning discussions, explore more complex implementations, and better use
Everything you need to know about Neural Networks
In order to understand the mathematical equations I will use a simpler Neural Network model. This model will have 4 input nodes (3 + 1
What You Need to Know to Understand Neural Networks - eBay
You'll work through Python examples to learn key deep learning related topics in probability, statistics, linear algebra, differential calculus, and matrix Format: Trade PaperbackType: TextbookPublisher: No Starch Press, IncorporatedPublication Year: 2021
Buy Math for Deep Learning (What You Need to .. in Bulk
This book title, Math for Deep Learning (What You Need to Know to Understand Neural Networks), ISBN: 9781718501904, by Ronald T. Kneusel, published by No Format: PaperbackList Price: $49.99Publisher: No Starch Press (October 26, 2021)Weight: 22.2oz