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Artificial Intelligence for Humans, Vol 3: Neural Networks and Deep Learning

Artificial Intelligence for Humans, Vol 3: Neural Networks and Deep Learning
Title:
Artificial Intelligence for Humans, Vol 3: Neural Networks and Deep Learning
ISBN:
1505714346
Author:
Jeff Heaton
Pages:
372
Status:
Available
Code:
[Click Here]
Errata:
Nothing yet.

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Description

Neural networks have been a mainstay of artificial intelligence since its earliest days. Now, exciting new technologies such as deep learning and convolution are taking neural networks in bold new directions. In this book, we will demonstrate the neural networks in a variety of real-world tasks such as image recognition and data science. We examine current neural network technologies, including ReLU activation, stochastic gradient descent, cross-entropy, regularization, dropout, and visualization.

A special thank you to the repeat backers of this book series

Table of Contents