Building a deep neural network

We are now ready to build a deep neural network. A deep neural network consists of an input layer, many hidden layers, and an output layer. This looks like the following:

The preceding diagram depicts a multilayer neural network with one input layer, one hidden layer, and one output layer. In a deep neural network, there are many hidden layers between the input and output layers.

Getting ready

In this recipe, we will build a deep neural network. Deep learning forms an advanced neural network with numerous hidden layers. Deep learning is a vast subject and is an important concept in building AI. In this recipe, we will use generated training data and define a multilayer neural network with two...