Deep Learning from the Basics

8. Deep Learning

Deep learning is a machine learning method based on deep neural networks. You can create a deep network by adding layers to the networks we've described so far. However, a deep network has problems. This chapter will describe the characteristics, problems, and possibilities of deep learning, as well as an overview of current deep learning practices.

Making a Network Deeper

Throughout this book, we have learned a lot about neural networks, including the various layers that constitute a neural network, effective techniques used in training, CNNs that are especially effective for handling images, and how to optimize parameters. These are all important techniques in deep learning. Here, we will integrate the techniques we ...