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

By Jeff Heaton

Book Overview

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.

• Format: Paperback
• Language: English
• ISBN: 1505714346
• ISBN13: 9781505714340
• Release Date: October 2015
• Publisher: Createspace Independent Publishing Platform
• Length: 374 Pages
• Weight: 1.60 lbs.
• Dimensions: 0.8" x 7.5" x 9.3"