num_pages: 345
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.
language: English
title: Artificial Intelligence for Humans, Volume 3: Deep Learning and Neural Networks
publisher: Heaton Research, Inc.