What we will be building is a CNN. So, what is a Convolutional Neural Network? As its name suggests, it's a neural network, not unlike the one we have built in the previous chapter. So, clearly, there are elements that are similar. There are also elements that are not similar, for if they were similar, we wouldn't have this chapter.