We've expanded our simple example from the Chapter 2, What is a Neural Network and How Do I Train One? quite a bit. At this point, it would be a good idea to have a little fun. Try the following and observe for yourself what happens, in order to get a better understanding of the impact your choices may have. For example, you should try all of the following:
- Change the loss function
- Change the number of units in each layer
- Change the number of layers
- Change the number of epochs
- Change the batch size